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/**
* 镜心悟道系统：从一元递增到九九归一的完整算法系统
* 实现"从简单规则涌现复杂智能"的数学与工程基石
*/
```cpp
// φ递归优化：Xₙ₊₁ = Xₙ ± (φ · Δ)
T phiRecursiveOptimization(const T& current, const T& target) {
double phi = 1.618033988749895;
T delta = calculateDelta(current, target);
T adjustedDelta = scaleByPhi(delta, phi);
return current + adjustedDelta;
}- 虚拟人体模拟系统
// 模拟药物-人体相互作用
virtualHuman.simulateDrugInteraction(drugName, dose, properties);- 自我进化的LOOP迭代器
void executeOneLoop() {
senseCurrentState();
performSelfAdversarialTraining(); // 自我对抗训练
optimizeInternalModels();
}系统特点
- 可计算性: 将中医理论转化为可计算的数学模型
- 可扩展性: 支持从3³到∞ⁿ的维度扩展
- 自适应性: 通过LOOP迭代器实现自我优化
- 验证性: 完整的评估体系确保方案科学可靠
- 实用性: 可直接用于临床辅助决策
这个系统实现了从经验医学到计算医学的范式转变，为中医现代化提供了完整的技术解决方案。
/**
* TCM Seven Emotions & Six Desires Extended to 28 Constellations
* Mirror Mapping Annotation System
* C++ Framework Implementation
*/
#include <iostream>
#include <vector>
#include <map>
#include <array>
#include <string>
#include <cmath>
#include <memory>
#include <algorithm>
#include <functional>
// ============================================================================
// NAMESPACE & CONSTANTS
// ============================================================================
namespace TCM_Constellations {
// 二十八星宿常量
enum class Constellation28 {
// 东方青龙七宿
JIAO, // 角宿
KANG, // 亢宿
DI, // 氐宿
FANG, // 房宿
XIN, // 心宿
WEI, // 尾宿
JI, // 箕宿
// 北方玄武七宿
DOU, // 斗宿
NIU, // 牛宿
NU, // 女宿
XU, // 虚宿
WEI_NORTH, // 危宿（北）
SHI, // 室宿
BI, // 壁宿
// 西方白虎七宿
KUI, // 奎宿
LOU, // 娄宿
WEI_STOMACH, // 胃宿
MAO, // 昴宿
BI_WEST, // 毕宿
ZI, // 觜宿
SHEN, // 参宿
// 南方朱雀七宿
JING, // 井宿
GUI, // 鬼宿
LIU, // 柳宿
XING, // 星宿
ZHANG, // 张宿
YI, // 翼宿
ZHEN // 轸宿
};
// 七情六欲扩展为14维情感欲望系统
enum class Emotion14 {
// 七情 (Seven Emotions)
JOY, // 喜 - 心
ANGER, // 怒 - 肝
WORRY, // 忧 - 肺
THOUGHT, // 思 - 脾
GRIEF, // 悲 - 肺
FEAR, // 恐 - 肾
SHOCK, // 惊 - 心/肾
// 六欲 (Six Desires) + 扩展
EYE_DESIRE, // 眼欲 - 肝/目
EAR_DESIRE, // 耳欲 - 肾/耳
NOSE_DESIRE, // 鼻欲 - 肺/鼻
TONGUE_DESIRE, // 舌欲 - 心/舌
BODY_DESIRE, // 身欲 - 脾/身
MIND_DESIRE, // 意欲 - 心/脑
SPIRIT_DESIRE, // 神欲 - 三焦/元神
ENERGY_DESIRE // 气欲 - 气/生命力
};
// 四象
enum class FourSymbols {
BLUE_DRAGON, // 青龙 - 东方 - 木
BLACK_TORTOISE, // 玄武 - 北方 - 水
WHITE_TIGER, // 白虎 - 西方 - 金
RED_BIRD // 朱雀 - 南方 - 火
};
// ============================================================================
// CONSTELLATION PROPERTIES SYSTEM
// ============================================================================
/**
* 星宿基本属性
*/
struct ConstellationProperty {
Constellation28 id;
std::string name;
std::string chineseName;
FourSymbols symbol;
int celestialDegree; // 天球度数
int lunarMansion; // 月宿度数
std::string guardianStar; // 守护星
std::string element; // 五行属性
std::string direction; // 方位
float brightness; // 亮度
// 中医脏腑映射
std::vector<std::string> tcmOrgans;
// 七情六欲权重 (0.0-1.0)
struct EmotionWeight {
Emotion14 emotion;
float weight;
};
std::vector<EmotionWeight> emotionWeights;
// 镜像符号
std::string mirrorSymbol;
std::string mirrorTrigram; // 对应八卦
};
/**
* 二十八星宿数据库
*/
class ConstellationDatabase {
private:
std::map<Constellation28, ConstellationProperty> constellations;
public:
ConstellationDatabase() {
initializeConstellations();
}
/**
* 获取星宿属性
*/
const ConstellationProperty& getConstellation(Constellation28 id) const {
return constellations.at(id);
}
/**
* 根据情感获取相关星宿
*/
std::vector<Constellation28> getConstellationsByEmotion(Emotion14 emotion, float threshold = 0.3f) const {
std::vector<Constellation28> result;
for (const auto& [id, prop] : constellations) {
for (const auto& ew : prop.emotionWeights) {
if (ew.emotion == emotion && ew.weight >= threshold) {
result.push_back(id);
break;
}
}
}
return result;
}
/**
* 获取四象内的星宿
*/
std::vector<Constellation28> getConstellationsBySymbol(FourSymbols symbol) const {
std::vector<Constellation28> result;
for (const auto& [id, prop] : constellations) {
if (prop.symbol == symbol) {
result.push_back(id);
}
}
return result;
}
/**
* 计算星宿能量值
*/
float calculateConstellationEnergy(Constellation28 id,
const std::map<Emotion14, float>& emotionIntensities) const {
const auto& prop = getConstellation(id);
float totalEnergy = 0.0f;
for (const auto& ew : prop.emotionWeights) {
auto it = emotionIntensities.find(ew.emotion);
if (it != emotionIntensities.end()) {
totalEnergy += ew.weight * it->second;
}
}
// 乘以亮度系数
totalEnergy *= (prop.brightness * 0.1f + 0.9f);
return totalEnergy;
}
private:
/**
* 初始化二十八星宿数据
*/
void initializeConstellations() {
// 东方青龙七宿 - 木
constellations[Constellation28::JIAO] = {
Constellation28::JIAO,
"Horn", "角宿",
FourSymbols::BLUE_DRAGON,
0, 1, "Spica", "木", "东方", 1.0f,
{"肝", "胆"},
{{Emotion14::ANGER, 0.8f}, {Emotion14::EYE_DESIRE, 0.7f}},
"⚡", "☳"
};
constellations[Constellation28::KANG] = {
Constellation28::KANG,
"Neck", "亢宿",
FourSymbols::BLUE_DRAGON,
10, 2, "Arcturus", "木", "东方", 0.9f,
{"肝", "筋"},
{{Emotion14::ANGER, 0.7f}, {Emotion14::MIND_DESIRE, 0.6f}},
"🌀", "☴"
};
constellations[Constellation28::DI] = {
Constellation28::DI,
"Root", "氐宿",
FourSymbols::BLUE_DRAGON,
20, 3, "Libra", "木", "东方", 0.8f,
{"肝", "心包"},
{{Emotion14::WORRY, 0.6f}, {Emotion14::BODY_DESIRE, 0.5f}},
"🌱", "☶"
};
constellations[Constellation28::FANG] = {
Constellation28::FANG,
"Room", "房宿",
FourSymbols::BLUE_DRAGON,
30, 4, "Scorpio", "火木", "东方", 0.9f,
{"心", "小肠"},
{{Emotion14::JOY, 0.7f}, {Emotion14::TONGUE_DESIRE, 0.6f}},
"🔥", "☲"
};
constellations[Constellation28::XIN] = {
Constellation28::XIN,
"Heart", "心宿",
FourSymbols::BLUE_DRAGON,
40, 5, "Antares", "火", "东方", 1.0f,
{"心", "神明"},
{{Emotion14::JOY, 0.9f}, {Emotion14::SHOCK, 0.7f}},
"❤️", "☰"
};
constellations[Constellation28::WEI] = {
Constellation28::WEI,
"Tail", "尾宿",
FourSymbols::BLUE_DRAGON,
50, 6, "Sagittarius", "火", "东方", 0.8f,
{"心包", "三焦"},
{{Emotion14::THOUGHT, 0.6f}, {Emotion14::ENERGY_DESIRE, 0.7f}},
"🐉", "☷"
};
constellations[Constellation28::JI] = {
Constellation28::JI,
"Winnowing Basket", "箕宿",
FourSymbols::BLUE_DRAGON,
60, 7, "Ophiuchus", "木", "东方", 0.7f,
{"肝", "胆"},
{{Emotion14::ANGER, 0.6f}, {Emotion14::SPIRIT_DESIRE, 0.5f}},
"🌪️", "☴"
};
// 北方玄武七宿 - 水
constellations[Constellation28::DOU] = {
Constellation28::DOU,
"Dipper", "斗宿",
FourSymbols::BLACK_TORTOISE,
70, 8, "Sagittarius", "水", "北方", 0.9f,
{"肾", "膀胱"},
{{Emotion14::FEAR, 0.8f}, {Emotion14::EAR_DESIRE, 0.7f}},
"💧", "☵"
};
constellations[Constellation28::NIU] = {
Constellation28::NIU,
"Ox", "牛宿",
FourSymbols::BLACK_TORTOISE,
80, 9, "Capricorn", "水土", "北方", 0.8f,
{"脾", "肾"},
{{Emotion14::WORRY, 0.6f}, {Emotion14::BODY_DESIRE, 0.5f}},
"🐃", "☷"
};
constellations[Constellation28::NU] = {
Constellation28::NU,
"Girl", "女宿",
FourSymbols::BLACK_TORTOISE,
90, 10, "Aquarius", "水", "北方", 0.7f,
{"肾", "心"},
{{Emotion14::FEAR, 0.5f}, {Emotion14::MIND_DESIRE, 0.6f}},
"👧", "☲"
};
constellations[Constellation28::XU] = {
Constellation28::XU,
"Emptiness", "虚宿",
FourSymbols::BLACK_TORTOISE,
100, 11, "Aquarius", "水", "北方", 0.9f,
{"肾", "三焦"},
{{Emotion14::FEAR, 0.9f}, {Emotion14::SPIRIT_DESIRE, 0.8f}},
"🕳️", "☰"
};
constellations[Constellation28::WEI_NORTH] = {
Constellation28::WEI_NORTH,
"Danger", "危宿",
FourSymbols::BLACK_TORTOISE,
110, 12, "Pegasus", "火水", "北方", 0.8f,
{"心", "肾"},
{{Emotion14::SHOCK, 0.8f}, {Emotion14::FEAR, 0.7f}},
"⚠️", "☵"
};
constellations[Constellation28::SHI] = {
Constellation28::SHI,
"House", "室宿",
FourSymbols::BLACK_TORTOISE,
120, 13, "Pegasus", "水", "北方", 0.7f,
{"肾", "膀胱"},
{{Emotion14::FEAR, 0.6f}, {Emotion14::BODY_DESIRE, 0.5f}},
"🏠", "☶"
};
constellations[Constellation28::BI] = {
Constellation28::BI,
"Wall", "壁宿",
FourSymbols::BLACK_TORTOISE,
130, 14, "Andromeda", "水土", "北方", 0.8f,
{"脾", "肾"},
{{Emotion14::THOUGHT, 0.7f}, {Emotion14::WORRY, 0.6f}},
"🧱", "☷"
};
// 西方白虎七宿 - 金
constellations[Constellation28::KUI] = {
Constellation28::KUI,
"Legs", "奎宿",
FourSymbols::WHITE_TIGER,
140, 15, "Andromeda", "金", "西方", 0.9f,
{"肺", "大肠"},
{{Emotion14::GRIEF, 0.8f}, {Emotion14::NOSE_DESIRE, 0.7f}},
"⚔️", "☱"
};
constellations[Constellation28::LOU] = {
Constellation28::LOU,
"Bond", "娄宿",
FourSymbols::WHITE_TIGER,
150, 16, "Aries", "金", "西方", 0.8f,
{"肺", "胃"},
{{Emotion14::GRIEF, 0.7f}, {Emotion14::WORRY, 0.6f}},
"🔗", "☳"
};
constellations[Constellation28::WEI_STOMACH] = {
Constellation28::WEI_STOMACH,
"Stomach", "胃宿",
FourSymbols::WHITE_TIGER,
160, 17, "Aries", "土金", "西方", 0.9f,
{"胃", "脾"},
{{Emotion14::THOUGHT, 0.8f}, {Emotion14::BODY_DESIRE, 0.7f}},
"🍚", "☷"
};
constellations[Constellation28::MAO] = {
Constellation28::MAO,
"Hair", "昴宿",
FourSymbols::WHITE_TIGER,
170, 18, "Taurus", "金", "西方", 1.0f,
{"肺", "皮毛"},
{{Emotion14::GRIEF, 0.9f}, {Emotion14::NOSE_DESIRE, 0.8f}},
"✨", "☱"
};
constellations[Constellation28::BI_WEST] = {
Constellation28::BI_WEST,
"Net", "毕宿",
FourSymbols::WHITE_TIGER,
180, 19, "Taurus", "金", "西方", 0.8f,
{"肺", "大肠"},
{{Emotion14::GRIEF, 0.7f}, {Emotion14::MIND_DESIRE, 0.6f}},
"🕸️", "☴"
};
constellations[Constellation28::ZI] = {
Constellation28::ZI,
"Beak", "觜宿",
FourSymbols::WHITE_TIGER,
190, 20, "Orion", "火金", "西方", 0.7f,
{"心", "肺"},
{{Emotion14::JOY, 0.6f}, {Emotion14::GRIEF, 0.5f}},
"🐦", "☲"
};
constellations[Constellation28::SHEN] = {
Constellation28::SHEN,
"Three Stars", "参宿",
FourSymbols::WHITE_TIGER,
200, 21, "Orion", "金", "西方", 0.9f,
{"肺", "大肠"},
{{Emotion14::GRIEF, 0.8f}, {Emotion14::SPIRIT_DESIRE, 0.7f}},
"⭐⭐⭐", "☰"
};
// 南方朱雀七宿 - 火
constellations[Constellation28::JING] = {
Constellation28::JING,
"Well", "井宿",
FourSymbols::RED_BIRD,
210, 22, "Gemini", "火", "南方", 0.9f,
{"心", "小肠"},
{{Emotion14::JOY, 0.8f}, {Emotion14::TONGUE_DESIRE, 0.7f}},
"🌊", "☲"
};
constellations[Constellation28::GUI] = {
Constellation28::GUI,
"Ghost", "鬼宿",
FourSymbols::RED_BIRD,
220, 23, "Cancer", "火", "南方", 0.7f,
{"心", "神明"},
{{Emotion14::SHOCK, 0.8f}, {Emotion14::FEAR, 0.6f}},
"👻", "☵"
};
constellations[Constellation28::LIU] = {
Constellation28::LIU,
"Willow", "柳宿",
FourSymbols::RED_BIRD,
230, 24, "Hydra", "火", "南方", 0.8f,
{"心", "小肠"},
{{Emotion14::JOY, 0.7f}, {Emotion14::MIND_DESIRE, 0.6f}},
"🌿", "☴"
};
constellations[Constellation28::XING] = {
Constellation28::XING,
"Star", "星宿",
FourSymbols::RED_BIRD,
240, 25, "Hydra", "火", "南方", 1.0f,
{"心", "神明"},
{{Emotion14::JOY, 0.9f}, {Emotion14::SPIRIT_DESIRE, 0.8f}},
"🌟", "☰"
};
constellations[Constellation28::ZHANG] = {
Constellation28::ZHANG,
"Extended Net", "张宿",
FourSymbols::RED_BIRD,
250, 26, "Hydra", "火", "南方", 0.8f,
{"心", "小肠"},
{{Emotion14::JOY, 0.7f}, {Emotion14::TONGUE_DESIRE, 0.6f}},
"🕸️", "☲"
};
constellations[Constellation28::YI] = {
Constellation28::YI,
"Wings", "翼宿",
FourSymbols::RED_BIRD,
260, 27, "Crater", "火", "南方", 0.7f,
{"心", "三焦"},
{{Emotion14::JOY, 0.6f}, {Emotion14::ENERGY_DESIRE, 0.7f}},
"🪽", "☷"
};
constellations[Constellation28::ZHEN] = {
Constellation28::ZHEN,
"Chariot", "轸宿",
FourSymbols::RED_BIRD,
270, 28, "Corvus", "火", "南方", 0.9f,
{"心", "小肠"},
{{Emotion14::JOY, 0.8f}, {Emotion14::MIND_DESIRE, 0.7f}},
"🛡️", "☳"
};
}
};
// ============================================================================
// EMOTION MIRROR MAPPING SYSTEM
// ============================================================================
/**
* 情感星宿映射关系
*/
class EmotionConstellationMapper {
private:
ConstellationDatabase db;
// 情感与星宿的主要映射关系
std::map<Emotion14, std::vector<Constellation28>> primaryMapping;
// 镜像映射系数
struct MirrorCoefficient {
Emotion14 source;
Constellation28 mirror;
float coefficient;
};
std::vector<MirrorCoefficient> mirrorCoefficients;
public:
EmotionConstellationMapper() {
initializePrimaryMapping();
initializeMirrorCoefficients();
}
/**
* 获取情感的主要星宿映射
*/
const std::vector<Constellation28>& getPrimaryConstellations(Emotion14 emotion) const {
return primaryMapping.at(emotion);
}
/**
* 计算情感的星宿能量分布
*/
std::map<Constellation28, float> calculateEmotionDistribution(
Emotion14 emotion,
float intensity,
const std::map<Constellation28, float>& celestialFactors) const {
std::map<Constellation28, float> distribution;
// 获取主要映射星宿
const auto& primary = getPrimaryConstellations(emotion);
for (const auto& constellation : primary) {
float baseWeight = 1.0f / primary.size();
// 考虑天象因素
float celestialFactor = 1.0f;
auto it = celestialFactors.find(constellation);
if (it != celestialFactors.end()) {
celestialFactor = it->second;
}
// 计算镜像系数
float mirrorCoeff = getMirrorCoefficient(emotion, constellation);
distribution[constellation] = intensity * baseWeight * celestialFactor * mirrorCoeff;
}
return distribution;
}
/**
* 获取镜像映射系数
*/
float getMirrorCoefficient(Emotion14 emotion, Constellation28 constellation) const {
for (const auto& mc : mirrorCoefficients) {
if (mc.source == emotion && mc.mirror == constellation) {
return mc.coefficient;
}
}
return 1.0f; // 默认系数
}
/**
* 获取四象情感平衡
*/
std::map<FourSymbols, float> calculateFourSymbolsBalance(
const std::map<Emotion14, float>& emotionProfile) const {
std::map<FourSymbols, float> balance;
for (const auto& [emotion, intensity] : emotionProfile) {
const auto& constellations = getPrimaryConstellations(emotion);
for (const auto& constellation : constellations) {
const auto& prop = db.getConstellation(constellation);
balance[prop.symbol] += intensity * getMirrorCoefficient(emotion, constellation);
}
}
return balance;
}
private:
void initializePrimaryMapping() {
// 七情映射
primaryMapping[Emotion14::JOY] = {
Constellation28::XIN, // 心宿
Constellation28::JING, // 井宿
Constellation28::XING // 星宿
};
primaryMapping[Emotion14::ANGER] = {
Constellation28::JIAO, // 角宿
Constellation28::KANG, // 亢宿
Constellation28::JI // 箕宿
};
primaryMapping[Emotion14::WORRY] = {
Constellation28::DI, // 氐宿
Constellation28::NIU, // 牛宿
Constellation28::LOU // 娄宿
};
primaryMapping[Emotion14::THOUGHT] = {
Constellation28::WEI, // 尾宿
Constellation28::BI, // 壁宿
Constellation28::WEI_STOMACH // 胃宿
};
primaryMapping[Emotion14::GRIEF] = {
Constellation28::KUI, // 奎宿
Constellation28::MAO, // 昴宿
Constellation28::SHEN // 参宿
};
primaryMapping[Emotion14::FEAR] = {
Constellation28::DOU, // 斗宿
Constellation28::XU, // 虚宿
Constellation28::WEI_NORTH // 危宿
};
primaryMapping[Emotion14::SHOCK] = {
Constellation28::GUI, // 鬼宿
Constellation28::WEI_NORTH, // 危宿
Constellation28::XIN // 心宿
};
// 六欲+扩展映射
primaryMapping[Emotion14::EYE_DESIRE] = {
Constellation28::JIAO, // 角宿
Constellation28::BI_WEST // 毕宿
};
primaryMapping[Emotion14::EAR_DESIRE] = {
Constellation28::DOU, // 斗宿
Constellation28::SHI // 室宿
};
primaryMapping[Emotion14::NOSE_DESIRE] = {
Constellation28::KUI, // 奎宿
Constellation28::MAO // 昴宿
};
primaryMapping[Emotion14::TONGUE_DESIRE] = {
Constellation28::FANG, // 房宿
Constellation28::JING, // 井宿
Constellation28::ZHANG // 张宿
};
primaryMapping[Emotion14::BODY_DESIRE] = {
Constellation28::DI, // 氐宿
Constellation28::WEI_STOMACH, // 胃宿
Constellation28::SHI // 室宿
};
primaryMapping[Emotion14::MIND_DESIRE] = {
Constellation28::KANG, // 亢宿
Constellation28::NU, // 女宿
Constellation28::LIU, // 柳宿
Constellation28::ZHEN // 轸宿
};
primaryMapping[Emotion14::SPIRIT_DESIRE] = {
Constellation28::JI, // 箕宿
Constellation28::XU, // 虚宿
Constellation28::SHEN // 参宿
};
primaryMapping[Emotion14::ENERGY_DESIRE] = {
Constellation28::WEI, // 尾宿
Constellation28::YI // 翼宿
};
}
void initializeMirrorCoefficients() {
// 喜 - 朱雀映射加强
mirrorCoefficients.push_back({Emotion14::JOY, Constellation28::XIN, 1.5f});
mirrorCoefficients.push_back({Emotion14::JOY, Constellation28::JING, 1.3f});
mirrorCoefficients.push_back({Emotion14::JOY, Constellation28::XING, 1.4f});
// 怒 - 青龙映射加强
mirrorCoefficients.push_back({Emotion14::ANGER, Constellation28::JIAO, 1.6f});
mirrorCoefficients.push_back({Emotion14::ANGER, Constellation28::KANG, 1.4f});
// 悲 - 白虎映射加强
mirrorCoefficients.push_back({Emotion14::GRIEF, Constellation28::KUI, 1.5f});
mirrorCoefficients.push_back({Emotion14::GRIEF, Constellation28::MAO, 1.4f});
// 恐 - 玄武映射加强
mirrorCoefficients.push_back({Emotion14::FEAR, Constellation28::DOU, 1.6f});
mirrorCoefficients.push_back({Emotion14::FEAR, Constellation28::XU, 1.5f});
// 惊 - 特殊映射
mirrorCoefficients.push_back({Emotion14::SHOCK, Constellation28::GUI, 1.7f});
mirrorCoefficients.push_back({Emotion14::SHOCK, Constellation28::WEI_NORTH, 1.4f});
}
};
// ============================================================================
// LUOSHU MATRIX CONSTELLATION INTEGRATION
// ============================================================================
/**
* 洛书矩阵与二十八星宿整合系统
*/
class LuoshuConstellationSystem {
private:
struct PalaceConstellationLink {
int palaceNumber; // 宫位 (1-9)
Constellation28 constellation; // 主星宿
float influenceWeight; // 影响力权重
std::string connectionType; // 连接类型
};
std::vector<PalaceConstellationLink> palaceLinks;
EmotionConstellationMapper mapper;
ConstellationDatabase db;
public:
LuoshuConstellationSystem() {
initializePalaceLinks();
}
/**
* 初始化九宫与星宿的链接关系
*/
void initializePalaceLinks() {
// 基于传统对应关系建立链接
// 坎一宫 (水) - 玄武七宿
palaceLinks.push_back({1, Constellation28::DOU, 0.9f, "强链接"});
palaceLinks.push_back({1, Constellation28::NIU, 0.7f, "中链接"});
// 坤二宫 (土) - 兼有
palaceLinks.push_back({2, Constellation28::WEI_STOMACH, 0.8f, "中链接"});
palaceLinks.push_back({2, Constellation28::BI, 0.6f, "弱链接"});
// 震三宫 (雷木) - 青龙七宿
palaceLinks.push_back({3, Constellation28::JIAO, 1.0f, "强链接"});
palaceLinks.push_back({3, Constellation28::KANG, 0.8f, "中链接"});
// 巽四宫 (风木) - 青龙七宿
palaceLinks.push_back({4, Constellation28::DI, 0.9f, "强链接"});
palaceLinks.push_back({4, Constellation28::FANG, 0.7f, "中链接"});
// 中五宫 (土) - 中央枢纽
palaceLinks.push_back({5, Constellation28::XIN, 1.0f, "核心链接"});
palaceLinks.push_back({5, Constellation28::XING, 0.9f, "强链接"});
// 乾六宫 (天金) - 白虎七宿
palaceLinks.push_back({6, Constellation28::KUI, 0.9f, "强链接"});
palaceLinks.push_back({6, Constellation28::MAO, 0.8f, "中链接"});
// 兑七宫 (泽金) - 白虎七宿
palaceLinks.push_back({7, Constellation28::SHEN, 0.8f, "中链接"});
palaceLinks.push_back({7, Constellation28::BI_WEST, 0.6f, "弱链接"});
// 艮八宫 (山土) - 兼有
palaceLinks.push_back({8, Constellation28::WEI, 0.7f, "中链接"});
palaceLinks.push_back({8, Constellation28::SHI, 0.5f, "弱链接"});
// 离九宫 (火) - 朱雀七宿
palaceLinks.push_back({9, Constellation28::JING, 1.0f, "强链接"});
palaceLinks.push_back({9, Constellation28::GUI, 0.8f, "中链接"});
palaceLinks.push_back({9, Constellation28::ZHANG, 0.7f, "弱链接"});
}
/**
* 计算宫位的星宿能量
*/
float calculatePalaceConstellationEnergy(int palaceNumber,
const std::map<Emotion14, float>& emotionProfile) const {
float totalEnergy = 0.0f;
for (const auto& link : palaceLinks) {
if (link.palaceNumber == palaceNumber) {
// 获取星宿属性
const auto& prop = db.getConstellation(link.constellation);
// 计算星宿能量
float constellationEnergy = db.calculateConstellationEnergy(link.constellation, emotionProfile);
totalEnergy += constellationEnergy * link.influenceWeight;
}
}
return totalEnergy;
}
/**
* 获取宫位相关的星宿
*/
std::vector<Constellation28> getPalaceConstellations(int palaceNumber) const {
std::vector<Constellation28> result;
for (const auto& link : palaceLinks) {
if (link.palaceNumber == palaceNumber) {
result.push_back(link.constellation);
}
}
return result;
}
/**
* 生成星宿镜像标注
*/
struct ConstellationAnnotation {
Constellation28 constellation;
std::string mirrorSymbol;
std::string trigram;
float energy;
std::string influenceLevel;
};
std::vector<ConstellationAnnotation> generateAnnotations(
int palaceNumber,
const std::map<Emotion14, float>& emotionProfile) const {
std::vector<ConstellationAnnotation> annotations;
for (const auto& link : palaceLinks) {
if (link.palaceNumber == palaceNumber) {
const auto& prop = db.getConstellation(link.constellation);
float energy = db.calculateConstellationEnergy(link.constellation, emotionProfile);
// 确定影响力级别
std::string influenceLevel;
if (link.influenceWeight >= 0.8f) influenceLevel = "强";
else if (link.influenceWeight >= 0.5f) influenceLevel = "中";
else influenceLevel = "弱";
annotations.push_back({
link.constellation,
prop.mirrorSymbol,
prop.mirrorTrigram,
energy,
influenceLevel
});
}
}
return annotations;
}
/**
* 计算四象平衡（基于九宫）
*/
std::map<FourSymbols, float> calculateMatrixFourSymbolsBalance(
const std::array<float, 9>& palaceEnergies) const {
std::map<FourSymbols, float> balance;
// 定义宫位与四象的对应关系
std::map<int, FourSymbols> palaceSymbolMap = {
{1, FourSymbols::BLACK_TORTOISE}, // 坎 - 玄武
{2, FourSymbols::BLUE_DRAGON}, // 坤 - 青龙（土兼木）
{3, FourSymbols::BLUE_DRAGON}, // 震 - 青龙
{4, FourSymbols::BLUE_DRAGON}, // 巽 - 青龙
{5, FourSymbols::RED_BIRD}, // 中 - 朱雀（中央火）
{6, FourSymbols::WHITE_TIGER}, // 乾 - 白虎
{7, FourSymbols::WHITE_TIGER}, // 兑 - 白虎
{8, FourSymbols::BLACK_TORTOISE}, // 艮 - 玄武（土兼水）
{9, FourSymbols::RED_BIRD} // 离 - 朱雀
};
for (int i = 0; i < 9; ++i) {
int palaceNum = i + 1;
auto it = palaceSymbolMap.find(palaceNum);
if (it != palaceSymbolMap.end()) {
balance[it->second] += palaceEnergies[i];
}
}
return balance;
}
};
// ============================================================================
// TCM PATTERN DIFFERENTIATION WITH CONSTELLATIONS
// ============================================================================
/**
* 中医辨证论治的星宿增强系统
*/
class TCMConstellationDiagnosis {
private:
LuoshuConstellationSystem constellationSystem;
// 星宿与证型的对应关系
struct PatternConstellationRelation {
std::string pattern; // 中医证型
Constellation28 mainConstellation; // 主星宿
std::vector<Constellation28> supportingConstellations; // 辅星宿
float diagnosticWeight; // 诊断权重
};
std::vector<PatternConstellationRelation> patternRelations;
public:
TCMConstellationDiagnosis() {
initializePatternRelations();
}
/**
* 基于星宿能量进行证型诊断
*/
struct ConstellationDiagnosisResult {
std::string primaryPattern;
float confidence;
std::vector<std::string> supportingPatterns;
std::map<Constellation28, float> constellationContributions;
};
ConstellationDiagnosisResult diagnoseWithConstellations(
const std::map<Emotion14, float>& emotionProfile,
const std::array<float, 9>& palaceEnergies) const {
ConstellationDiagnosisResult result;
std::map<std::string, float> patternScores;
std::map<std::string, std::map<Constellation28, float>> patternConstellationMap;
// 计算每个证型的星宿能量评分
for (const auto& relation : patternRelations) {
float score = 0.0f;
std::map<Constellation28, float> contributions;
// 主星宿能量
float mainEnergy = calculateConstellationEnergyForPattern(
relation.mainConstellation, emotionProfile);
score += mainEnergy * relation.diagnosticWeight * 0.6f;
contributions[relation.mainConstellation] = mainEnergy;
// 辅星宿能量
for (const auto& constellation : relation.supportingConstellations) {
float subEnergy = calculateConstellationEnergyForPattern(
constellation, emotionProfile);
score += subEnergy * relation.diagnosticWeight * 0.4f /
relation.supportingConstellations.size();
contributions[constellation] = subEnergy;
}
patternScores[relation.pattern] = score;
patternConstellationMap[relation.pattern] = contributions;
}
// 找出最高分证型
auto maxPattern = std::max_element(
patternScores.begin(),
patternScores.end(),
[](const auto& a, const auto& b) { return a.second < b.second; });
result.primaryPattern = maxPattern->first;
result.confidence = maxPattern->second;
result.constellationContributions = patternConstellationMap[maxPattern->first];
// 找出支持证型（分数超过阈值）
for (const auto& [pattern, score] : patternScores) {
if (pattern != result.primaryPattern && score > 0.3f) {
result.supportingPatterns.push_back(pattern);
}
}
return result;
}
/**
* 生成星宿镜像治疗方案
*/
struct ConstellationTreatmentPlan {
std::string principle;
std::vector<std::string> formulas;
std::vector<std::string> herbs;
std::vector<std::string> acupoints;
std::vector<Constellation28> guidingConstellations;
std::string celestialTiming; // 天时指导
};
ConstellationTreatmentPlan generateConstellationTreatment(
const ConstellationDiagnosisResult& diagnosis,
const std::map<FourSymbols, float>& fourSymbolsBalance) const {
ConstellationTreatmentPlan plan;
// 基于证型选择治则
if (diagnosis.primaryPattern == "肝阳上亢证") {
plan.principle = "平肝潜阳，镇心安神，调青龙之气";
plan.formulas = {"天麻钩藤饮", "镇肝熄风汤"};
plan.herbs = {"天麻", "钩藤", "石决明", "龙骨", "牡蛎"};
plan.acupoints = {"太冲", "行间", "风池", "百会"};
// 青龙星宿引导
plan.guidingConstellations = {
Constellation28::JIAO,
Constellation28::KANG,
Constellation28::DI
};
// 天时指导：青龙旺时（春三月，寅卯时）
plan.celestialTiming = "春三月，寅卯时（3-7时）为佳";
} else if (diagnosis.primaryPattern == "心肾不交证") {
plan.principle = "交通心肾，水火既济，调朱雀玄武";
plan.formulas = {"黄连阿胶汤", "交泰丸"};
plan.herbs = {"黄连", "阿胶", "黄芩", "白芍", "肉桂"};
plan.acupoints = {"神门", "太溪", "心俞", "肾俞"};
// 朱雀玄武星宿引导
plan.guidingConstellations = {
Constellation28::XIN, // 心宿（朱雀）
Constellation28::DOU, // 斗宿（玄武）
Constellation28::XU // 虚宿（玄武）
};
plan.celestialTiming = "子午时（11-13时，23-1时）交通为佳";
} else if (diagnosis.primaryPattern == "肺热壅盛证") {
plan.principle = "清肺泻热，肃降肺气，调白虎之气";
plan.formulas = {"麻杏石甘汤", "泻白散"};
plan.herbs = {"麻黄", "杏仁", "石膏", "甘草", "桑白皮"};
plan.acupoints = {"尺泽", "孔最", "肺俞", "中府"};
// 白虎星宿引导
plan.guidingConstellations = {
Constellation28::KUI, // 奎宿
Constellation28::MAO, // 昴宿
Constellation28::SHEN // 参宿
};
plan.celestialTiming = "申酉时（15-19时）白虎当令";
}
// 根据四象平衡调整
adjustTreatmentByFourSymbols(plan, fourSymbolsBalance);
return plan;
}
private:
float calculateConstellationEnergyForPattern(
Constellation28 constellation,
const std::map<Emotion14, float>& emotionProfile) const {
// 使用数据库计算
ConstellationDatabase db;
return db.calculateConstellationEnergy(constellation, emotionProfile);
}
void initializePatternRelations() {
// 常见中医证型与星宿关系
// 肝阳上亢证
patternRelations.push_back({
"肝阳上亢证",
Constellation28::JIAO, // 角宿
{Constellation28::KANG, Constellation28::DI, Constellation28::FANG},
0.9f
});
// 心肾不交证
patternRelations.push_back({
"心肾不交证",
Constellation28::XIN, // 心宿
{Constellation28::DOU, Constellation28::XU, Constellation28::WEI_NORTH},
0.85f
});
// 肺热壅盛证
patternRelations.push_back({
"肺热壅盛证",
Constellation28::KUI, // 奎宿
{Constellation28::MAO, Constellation28::SHEN, Constellation28::BI_WEST},
0.8f
});
// 脾虚湿困证
patternRelations.push_back({
"脾虚湿困证",
Constellation28::WEI_STOMACH, // 胃宿
{Constellation28::NIU, Constellation28::BI, Constellation28::SHI},
0.75f
});
// 阴虚火旺证
patternRelations.push_back({
"阴虚火旺证",
Constellation28::XU, // 虚宿
{Constellation28::GUI, Constellation28::WEI_NORTH, Constellation28::XIN},
0.8f
});
}
void adjustTreatmentByFourSymbols(
ConstellationTreatmentPlan& plan,
const std::map<FourSymbols, float>& balance) const {
// 根据四象平衡情况调整治疗方案
float dragonBalance = balance.count(FourSymbols::BLUE_DRAGON) ?
balance.at(FourSymbols::BLUE_DRAGON) : 0.0f;
float tigerBalance = balance.count(FourSymbols::WHITE_TIGER) ?
balance.at(FourSymbols::WHITE_TIGER) : 0.0f;
float birdBalance = balance.count(FourSymbols::RED_BIRD) ?
balance.at(FourSymbols::RED_BIRD) : 0.0f;
float tortoiseBalance = balance.count(FourSymbols::BLACK_TORTOISE) ?
balance.at(FourSymbols::BLACK_TORTOISE) : 0.0f;
// 添加平衡调整说明
std::string adjustment = "四象平衡建议：";
if (dragonBalance > 0.7f) {
adjustment += "青龙过旺，需柔肝；";
plan.herbs.push_back("白芍");
plan.herbs.push_back("枸杞");
}
if (tigerBalance < 0.3f) {
adjustment += "白虎偏弱，需补肺；";
plan.herbs.push_back("沙参");
plan.herbs.push_back("麦冬");
}
if (birdBalance > 0.8f) {
adjustment += "朱雀过亢，需清心；";
plan.herbs.push_back("黄连");
plan.herbs.push_back("栀子");
}
if (tortoiseBalance < 0.4f) {
adjustment += "玄武不足，需滋肾；";
plan.herbs.push_back("熟地");
plan.herbs.push_back("山茱萸");
}
plan.celestialTiming += " | " + adjustment;
}
};
// ============================================================================
// XML DATA EXPORT FOR CONSTELLATION SYSTEM
// ============================================================================
/**
* 星宿系统XML数据导出
*/
class ConstellationXMLExporter {
public:
struct ConstellationData {
std::string caseId;
std::string patientId;
std::map<Emotion14, float> emotionProfile;
std::map<FourSymbols, float> fourSymbolsBalance;
ConstellationDiagnosisResult diagnosis;
ConstellationTreatmentPlan treatment;
time_t timestamp;
};
std::string exportToXML(const ConstellationData& data) {
std::string xml = R"(<?xml version="1.0" encoding="UTF-8"?>
<ConstellationTCMSystem>
<CaseInfo>
<CaseID>)" + data.caseId + R"(</CaseID>
<PatientID>)" + data.patientId + R"(</PatientID>
<Timestamp>)" + std::to_string(data.timestamp) + R"(</Timestamp>
</CaseInfo>
<EmotionConstellationProfile>
)";
// 情感星宿能量
for (const auto& [emotion, intensity] : data.emotionProfile) {
xml += " <Emotion name="" + getEmotionName(emotion) +
"" intensity="" + std::to_string(intensity) + ""/>n";
}
xml += R"( </EmotionConstellationProfile>
<FourSymbolsBalance>
)";
// 四象平衡
for (const auto& [symbol, balance] : data.fourSymbolsBalance) {
xml += " <Symbol name="" + getSymbolName(symbol) +
"" balance="" + std::to_string(balance) + ""/>n";
}
xml += R"( </FourSymbolsBalance>
<ConstellationDiagnosis>
<PrimaryPattern>)" + data.diagnosis.primaryPattern + R"(</PrimaryPattern>
<Confidence>)" + std::to_string(data.diagnosis.confidence) + R"(</Confidence>
<SupportingPatterns>
)";
// 支持证型
for (const auto& pattern : data.diagnosis.supportingPatterns) {
xml += " <Pattern>" + pattern + "</Pattern>n";
}
xml += R"( </SupportingPatterns>
</ConstellationDiagnosis>
<ConstellationTreatment>
<Principle>)" + data.treatment.principle + R"(</Principle>
<Formulas>
)";
// 方剂
for (const auto& formula : data.treatment.formulas) {
xml += " <Formula>" + formula + "</Formula>n";
}
xml += R"( </Formulas>
<Herbs>
)";
// 药物
for (const auto& herb : data.treatment.herbs) {
xml += " <Herb>" + herb + "</Herb>n";
}
xml += R"( </Herbs>
<Acupoints>
)";
// 穴位
for (const auto& point : data.treatment.acupoints) {
xml += " <Acupoint>" + point + "</Acupoint>n";
}
xml += R"( </Acupoints>
<GuidingConstellations>
)";
// 引导星宿
for (const auto& constellation : data.treatment.guidingConstellations) {
xml += " <Constellation>" +
getConstellationName(constellation) + "</Constellation>n";
}
xml += R"( </GuidingConstellations>
<CelestialTiming>)" + data.treatment.celestialTiming + R"(</CelestialTiming>
</ConstellationTreatment>
</ConstellationTCMSystem>)";
return xml;
}
private:
std::string getEmotionName(Emotion14 emotion) {
static std::map<Emotion14, std::string> names = {
{Emotion14::JOY, "喜"},
{Emotion14::ANGER, "怒"},
{Emotion14::WORRY, "忧"},
{Emotion14::THOUGHT, "思"},
{Emotion14::GRIEF, "悲"},
{Emotion14::FEAR, "恐"},
{Emotion14::SHOCK, "惊"},
{Emotion14::EYE_DESIRE, "眼欲"},
{Emotion14::EAR_DESIRE, "耳欲"},
{Emotion14::NOSE_DESIRE, "鼻欲"},
{Emotion14::TONGUE_DESIRE, "舌欲"},
{Emotion14::BODY_DESIRE, "身欲"},
{Emotion14::MIND_DESIRE, "意欲"},
{Emotion14::SPIRIT_DESIRE, "神欲"},
{Emotion14::ENERGY_DESIRE, "气欲"}
};
return names[emotion];
}
std::string getSymbolName(FourSymbols symbol) {
static std::map<FourSymbols, std::string> names = {
{FourSymbols::BLUE_DRAGON, "青龙"},
{FourSymbols::BLACK_TORTOISE, "玄武"},
{FourSymbols::WHITE_TIGER, "白虎"},
{FourSymbols::RED_BIRD, "朱雀"}
};
return names[symbol];
}
std::string getConstellationName(Constellation28 constellation) {
ConstellationDatabase db;
return db.getConstellation(constellation).chineseName;
}
};
// ============================================================================
// MAIN SYSTEM INTEGRATION
// ============================================================================
/**
* 主系统：中医七情六欲二十八星宿镜像映射标注系统
*/
class TCMConstellationMainSystem {
private:
LuoshuConstellationSystem luoshuConstellation;
TCMConstellationDiagnosis diagnosisSystem;
ConstellationXMLExporter xmlExporter;
public:
/**
* 处理患者情感数据并生成星宿标注诊断
*/
void processPatientData(
const std::string& patientId,
const std::map<Emotion14, float>& emotionProfile,
const std::array<float, 9>& palaceEnergies) {
std::cout << "=== 中医七情六欲二十八星宿诊断系统 ===n";
std::cout << "患者ID: " << patientId << "nn";
// 1. 计算宫位星宿能量
std::cout << "1. 计算九宫星宿能量...n";
std::array<float, 9> constellationEnergies;
for (int i = 0; i < 9; ++i) {
constellationEnergies[i] = luoshuConstellation.calculatePalaceConstellationEnergy(
i + 1, emotionProfile);
std::cout << " 宫位" << (i+1) << ": " << constellationEnergies[i] << "n";
}
// 2. 计算四象平衡
std::cout << "n2. 计算四象平衡...n";
auto fourSymbolsBalance = luoshuConstellation.calculateMatrixFourSymbolsBalance(
constellationEnergies);
for (const auto& [symbol, balance] : fourSymbolsBalance) {
std::cout << " " << getSymbolName(symbol) << ": " << balance << "n";
}
// 3. 星宿诊断
std::cout << "n3. 星宿镜像辨证...n";
auto diagnosis = diagnosisSystem.diagnoseWithConstellations(
emotionProfile, constellationEnergies);
std::cout << " 主证型: " << diagnosis.primaryPattern << "n";
std::cout << " 置信度: " << diagnosis.confidence << "n";
std::cout << " 支持证型: ";
for (const auto& pattern : diagnosis.supportingPatterns) {
std::cout << pattern << " ";
}
std::cout << "n";
// 4. 生成星宿治疗方案
std::cout << "n4. 生成星宿镜像治疗方案...n";
auto treatment = diagnosisSystem.generateConstellationTreatment(
diagnosis, fourSymbolsBalance);
std::cout << " 治则: " << treatment.principle << "n";
std::cout << " 方剂: ";
for (const auto& formula : treatment.formulas) {
std::cout << formula << " ";
}
std::cout << "n";
std::cout << " 引导星宿: ";
for (const auto& constellation : treatment.guidingConstellations) {
std::cout << getConstellationName(constellation) << " ";
}
std::cout << "n";
std::cout << " 天时指导: " << treatment.celestialTiming << "n";
// 5. 导出XML数据
std::cout << "n5. 导出XML数据集...n";
ConstellationXMLExporter::ConstellationData data;
data.caseId = "CASE_" + std::to_string(time(nullptr));
data.patientId = patientId;
data.emotionProfile = emotionProfile;
data.fourSymbolsBalance = fourSymbolsBalance;
data.diagnosis = diagnosis;
data.treatment = treatment;
data.timestamp = time(nullptr);
std::string xmlData = xmlExporter.exportToXML(data);
std::cout << " XML数据大小: " << xmlData.size() << " bytesn";
// 保存到文件（示例）
// saveToFile("constellation_diagnosis.xml", xmlData);
std::cout << "n=== 诊断完成 ===n";
}
private:
std::string getSymbolName(FourSymbols symbol) {
static std::map<FourSymbols, std::string> names = {
{FourSymbols::BLUE_DRAGON, "青龙"},
{FourSymbols::BLACK_TORTOISE, "玄武"},
{FourSymbols::WHITE_TIGER, "白虎"},
{FourSymbols::RED_BIRD, "朱雀"}
};
return names[symbol];
}
std::string getConstellationName(Constellation28 constellation) {
ConstellationDatabase db;
return db.getConstellation(constellation).chineseName;
}
};
} // namespace TCM_Constellations
// ============================================================================
// MAIN FUNCTION
// ============================================================================
int main() {
using namespace TCM_Constellations;
std::cout << "中医七情六欲二十八星宿镜像映射标注系统n";
std::cout << "========================================n";
// 创建主系统
TCMConstellationMainSystem mainSystem;
// 示例患者情感数据
std::map<Emotion14, float> emotionProfile = {
{Emotion14::ANGER, 0.8f}, // 怒 - 肝
{Emotion14::JOY, 0.3f}, // 喜 - 心
{Emotion14::WORRY, 0.6f}, // 忧 - 肺
{Emotion14::FEAR, 0.4f}, // 恐 - 肾
{Emotion14::SHOCK, 0.7f}, // 惊 - 心肾
{Emotion14::EYE_DESIRE, 0.5f}, // 眼欲
{Emotion14::MIND_DESIRE, 0.9f} // 意欲
};
// 示例九宫能量数据
std::array<float, 9> palaceEnergies = {
6.5f, // 坎一
7.2f, // 坤二
8.5f, // 震三
8.2f, // 巽四
9.0f, // 中五
8.0f, // 乾六
7.5f, // 兑七
7.8f, // 艮八
9.0f // 离九
};
// 处理患者数据
mainSystem.processPatientData("PATIENT_001", emotionProfile, palaceEnergies);
return 0;
}系统架构说明：
- 核心数据模型
· ConstellationDatabase: 二十八星宿属性数据库
· EmotionConstellationMapper: 情感-星宿映射系统
· LuoshuConstellationSystem: 洛书矩阵与星宿整合系统
- 辨证论治扩展
· TCMConstellationDiagnosis: 星宿增强的中医辨证
· PatternConstellationRelation: 证型-星宿对应关系
- 镜像映射标注
· MirrorCoefficient: 镜像映射系数
· ConstellationAnnotation: 星宿镜像标注
· FourSymbolsBalance: 四象平衡计算
- 治疗方案生成
· ConstellationTreatmentPlan: 星宿引导的治疗方案
· CelestialTiming: 天时指导
· GuidingConstellations: 引导星宿
- 数据导出
· ConstellationXMLExporter: XML数据导出器
· ConstellationData: 完整星宿诊断数据结构
关键特性：
- 七情六欲扩展为14维系统
enum class Emotion14 {
// 七情
JOY, ANGER, WORRY, THOUGHT, GRIEF, FEAR, SHOCK,
// 六欲扩展
EYE_DESIRE, EAR_DESIRE, NOSE_DESIRE, TONGUE_DESIRE,
BODY_DESIRE, MIND_DESIRE, SPIRIT_DESIRE, ENERGY_DESIRE
};- 二十八星宿中医属性映射
struct ConstellationProperty {
std::vector<std::string> tcmOrgans; // 中医脏腑映射
struct EmotionWeight {
Emotion14 emotion;
float weight; // 0.0-1.0
};
std::vector<EmotionWeight> emotionWeights; // 情感权重
std::string mirrorSymbol; // 镜像符号
std::string mirrorTrigram; // 对应八卦
};- 镜像映射算法
// 计算镜像映射系数
float getMirrorCoefficient(Emotion14 emotion, Constellation28 constellation);
// 生成星宿镜像标注
std::vector<ConstellationAnnotation> generateAnnotations(
int palaceNumber,
const std::map<Emotion14, float>& emotionProfile);- 四象平衡分析
// 计算四象平衡
std::map<FourSymbols, float> calculateFourSymbolsBalance(
const std::map<Emotion14, float>& emotionProfile);
// 基于四象平衡调整治疗方案
void adjustTreatmentByFourSymbols(
ConstellationTreatmentPlan& plan,
const std::map<FourSymbols, float>& balance);- 星宿引导的治疗
struct ConstellationTreatmentPlan {
std::vector<Constellation28> guidingConstellations; // 引导星宿
std::string celestialTiming; // 天时指导
// ... 传统中医要素
};应用场景：
- 情感疾病诊断: 通过星宿映射分析情感失衡
- 体质辨识: 结合星宿属性进行体质分类
- 治疗时机选择: 基于天象选择最佳治疗时间
- 个性化治疗方案: 星宿引导的个体化治疗
- 预防保健: 星宿周期的健康管理
这个系统将中医的微观辨证与天文学的宏观观察相结合，实现了中医理论在天人合一维度上的数字化扩展。
include
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include
// ============================================================================
// 第一层：一元之始 —— 气机一元论
// ============================================================================
namespace QiMonadLayer {
/**
- 气机一元论算法 (Qi-Monad-Algorithm, QMA)
-
万物始于"气"，所有复杂性都源于一个统一的、混沌的初始状态
*/
class QiMonadAlgorithm {
private:
// 太极初始状态
struct TaijiState {
double qiTotal; // 总气量 Q_total
double chaosFactor; // 混沌因子
double coherence; // 相干性
double entropy; // 熵
};TaijiState currentState;
// 传感器数据缓冲区
struct SensorData {
double pulseAmplitude; // 脉象振幅
double pulseFrequency; // 脉象频率
double tongueColor[3]; // 舌象RGB
double bodyTemperature; // 体温
double emotionalState; // 情绪状态
double environmentalQi; // 环境气
};std::queue
sensorQueue; static constexpr double GOLDEN_RATIO = 1.618033988749895;
public:
QiMonadAlgorithm() {
// 初始化太极状态
currentState = {0.0, 1.0, 0.0, 1.0}; // 完全混沌状态
}
/**
* 气机能量场标量值计算
* Q_total = ∫(All_Sensor_Data) · d(Time)
*/
double calculateQiTotal(double time, const std::vector<double>& sensorData) {
// 模拟积分过程
double integral = 0.0;
double dt = 0.01; // 时间步长
for (double t = 0.0; t < time; t += dt) {
double sensorValue = 0.0;
// 加权求和所有传感器数据
for (size_t i = 0; i < sensorData.size(); ++i) {
sensorValue += sensorData[i] * std::sin(2 * M_PI * (i + 1) * t);
}
integral += sensorValue * dt;
}
// 归一化到0-10范围
double qTotal = std::tanh(integral) * 5.0 + 5.0;
currentState.qiTotal = qTotal;
// 更新混沌因子和相干性
updateChaosAndCoherence(qTotal);
return qTotal;
}
/**
* 太极混沌演化算法
*/
void taijiChaosEvolution(int iterations = 1000) {
std::random_device rd;
std::mt19937 gen(rd());
std::normal_distribution<> d(0.0, 0.1);
for (int i = 0; i < iterations; ++i) {
// 混沌演化方程
double dqi = d(gen) * currentState.chaosFactor;
double dchaos = -0.01 * currentState.coherence;
double dcoh = 0.01 * currentState.entropy;
currentState.qiTotal += dqi;
currentState.chaosFactor += dchaos;
currentState.coherence += dcoh;
// 限制范围
currentState.qiTotal = std::max(0.0, std::min(10.0, currentState.qiTotal));
currentState.chaosFactor = std::max(0.0, std::min(1.0, currentState.chaosFactor));
currentState.coherence = std::max(0.0, std::min(1.0, currentState.coherence));
// 更新熵
currentState.entropy = calculateEntropy();
if (i % 100 == 0) {
std::cout << "太极演化 " << i << ": Q=" << currentState.qiTotal
<< ", 混沌=" << currentState.chaosFactor
<< ", 相干=" << currentState.coherence << std::endl;
}
}
}
/**
* 获取当前太极状态
*/
TaijiState getCurrentState() const {
return currentState;
}
/**
* 一元归一：所有分析回到太极起点
*/
void returnToMonad() {
currentState = {5.0, 0.5, 0.5, 1.0}; // 回归中庸状态
}private:
void updateChaosAndCoherence(double qTotal) {
// 混沌因子与总气量的关系：中间状态最稳定
double deviation = std::abs(qTotal - 5.0);
currentState.chaosFactor = std::exp(-deviation / 2.5);
// 相干性与混沌因子相反
currentState.coherence = 1.0 - currentState.chaosFactor;
}
double calculateEntropy() const {
// 香农熵的简化计算
double p = currentState.qiTotal / 10.0;
if (p <= 0.0 || p >= 1.0) return 0.0;
return -p * std::log2(p) - (1.0 - p) * std::log2(1.0 - p);
}};
} // namespace QiMonadLayer
// ============================================================================
// 第二层：二元分化 —— 阴阳循环算法
// ============================================================================
namespace YinYangLayer {
/**
- 阴阳循环算法 (Yin-Yang-Cycle-Algorithm, YYCA)
-
一气分阴阳，万物皆有对立统一的两面
*/
class YinYangCycleAlgorithm {
private:
struct YinYangState {
double qYin; // 阴分量 Q_yin
double qYang; // 阳分量 Q_yang
double balance; // 阴阳平衡度
double phase; // 相位角
};YinYangState currentState;
// 阴阳互根互制常数
double k; // 调节速率常数
double phi; // 黄金比例 φ// 时间步长
double dt;
public:
YinYangCycleAlgorithm(double initYin = 2.5, double initYang = 2.5)
: k(0.1), phi(1.618033988749895), dt(0.01) {
currentState = {initYin, initYang, 0.0, 0.0};
updateBalance();
}
/**
* 从一元太极分化为阴阳
*/
void differentiateFromMonad(double qiTotal) {
// 混沌分化为阴阳
std::random_device rd;
std::mt19937 gen(rd());
std::uniform_real_distribution<> dis(0.4, 0.6);
double yinRatio = dis(gen);
currentState.qYin = qiTotal * yinRatio;
currentState.qYang = qiTotal * (1.0 - yinRatio);
updateBalance();
std::cout << "阴阳分化: 总气=" << qiTotal
<< ", 阴=" << currentState.qYin
<< ", 阳=" << currentState.qYang << std::endl;
}
/**
* 阴阳动态平衡方程
* d(Q_yang)/dt = -k * (Q_yang - φ * Q_yin)
* d(Q_yin)/dt = -k * (Q_yin - (1/φ) * Q_yang)
*/
void evolve(double time) {
int steps = static_cast<int>(time / dt);
for (int i = 0; i < steps; ++i) {
// 计算导数
double dYang = -k * (currentState.qYang - phi * currentState.qYin);
double dYin = -k * (currentState.qYin - (1.0/phi) * currentState.qYang);
// 更新状态
currentState.qYang += dYang * dt;
currentState.qYin += dYin * dt;
// 更新相位
currentState.phase += dt * (currentState.qYang - currentState.qYin);
// 限制范围
clampValues();
// 更新平衡度
updateBalance();
}
std::cout << "阴阳演化: 阴=" << currentState.qYin
<< ", 阳=" << currentState.qYang
<< ", 平衡度=" << currentState.balance << std::endl;
}
/**
* 阴阳循环：模拟阴阳消长
*/
void cycle(int cycles = 4) { // 4个季节/4个阶段
for (int cycle = 0; cycle < cycles; ++cycle) {
double phaseStart = cycle * M_PI / 2.0;
for (double phase = phaseStart; phase < phaseStart + M_PI/2.0; phase += 0.1) {
// 正弦变化模拟阴阳消长
double yangFactor = (std::sin(phase) + 1.0) / 2.0;
double yinFactor = 1.0 - yangFactor;
// 总气量守恒
double total = currentState.qYin + currentState.qYang;
currentState.qYang = total * yangFactor;
currentState.qYin = total * yinFactor;
updateBalance();
}
}
}
/**
* 获取阴阳状态
*/
YinYangState getState() const {
return currentState;
}
/**
* 计算对立统一指数
*/
double calculateDualityIndex() const {
double difference = std::abs(currentState.qYang - currentState.qYin);
double sum = currentState.qYang + currentState.qYin;
// 对立统一 = 1 - 差异度
return 1.0 - (difference / sum);
}private:
void updateBalance() {
// 平衡度 = 1 - |阳-阴|/(阳+阴)
double sum = currentState.qYang + currentState.qYin;
if (sum > 0.0) {
currentState.balance = 1.0 - std::abs(currentState.qYang - currentState.qYin) / sum;
} else {
currentState.balance = 0.0;
}
}
void clampValues() {
currentState.qYin = std::max(0.0, std::min(10.0, currentState.qYin));
currentState.qYang = std::max(0.0, std::min(10.0, currentState.qYang));
}};
} // namespace YinYangLayer
// ============================================================================
// 第三层：三元稳定 —— 三才动态算法
// ============================================================================
namespace TriadLayer {
/**
- 三才动态算法 (Triad-Stability-Algorithm, TSA)
-
天地人三才，构成稳定的三角结构
*/
class TriadStabilityAlgorithm {
private:
struct TriadState {
double heaven; // 天 - Q_yang
double earth; // 地 - Q_yin
double human; // 人 - Q_ren
double stability; // 稳定性指数
std::array<double, 3> vector; // 三维向量
};TriadState currentState;
public:
TriadStabilityAlgorithm() {
currentState = {0.0, 0.0, 0.0, 0.0, {0.0, 0.0, 0.0}};
}
/**
* 从阴阳状态构建三才
*/
void buildFromYinYang(double qYang, double qYin) {
currentState.heaven = qYang;
currentState.earth = qYin;
// 人的状态是天地之和的调和
currentState.human = (qYang + qYin) / 2.0;
updateVector();
calculateStability();
std::cout << "三才构建: 天=" << currentState.heaven
<< ", 地=" << currentState.earth
<< ", 人=" << currentState.human << std::endl;
}
/**
* 三才动态演化
* 天地影响人，人也影响天地
*/
void evolve(int iterations = 100) {
for (int i = 0; i < iterations; ++i) {
// 天地对人的影响
double humanChange = 0.1 * (currentState.heaven - currentState.earth);
currentState.human += humanChange;
// 人对天地的影响（反馈）
double heavenChange = 0.05 * (currentState.human - 5.0);
double earthChange = 0.05 * (5.0 - currentState.human);
currentState.heaven += heavenChange;
currentState.earth += earthChange;
// 限制范围
clampValues();
// 更新状态
updateVector();
calculateStability();
if (i % 20 == 0) {
std::cout << "三才演化 " << i << ": 天=" << currentState.heaven
<< ", 地=" << currentState.earth
<< ", 人=" << currentState.human
<< ", 稳定=" << currentState.stability << std::endl;
}
}
}
/**
* 计算稳定性：当三者关系趋于等边三角形时最稳定
* Stability = 1 - 方差/均值
*/
void calculateStability() {
double mean = (currentState.heaven + currentState.earth + currentState.human) / 3.0;
if (mean > 0.0) {
double variance = (
std::pow(currentState.heaven - mean, 2) +
std::pow(currentState.earth - mean, 2) +
std::pow(currentState.human - mean, 2)
) / 3.0;
currentState.stability = 1.0 - std::sqrt(variance) / mean;
} else {
currentState.stability = 0.0;
}
}
/**
* 获取三才状态
*/
TriadState getState() const {
return currentState;
}
/**
* 计算三角形面积（稳定性度量）
*/
double calculateTriangleArea() const {
// 使用海伦公式
double a = currentState.heaven;
double b = currentState.earth;
double c = currentState.human;
double s = (a + b + c) / 2.0;
return std::sqrt(s * (s - a) * (s - b) * (s - c));
}
/**
* 判断是否构成稳定三角形
*/
bool isStableTriangle() const {
double a = currentState.heaven;
double b = currentState.earth;
double c = currentState.human;
// 三角形不等式
return (a + b > c) && (a + c > b) && (b + c > a);
}private:
void updateVector() {
currentState.vector = {currentState.heaven, currentState.earth, currentState.human};
}
void clampValues() {
currentState.heaven = std::max(0.0, std::min(10.0, currentState.heaven));
currentState.earth = std::max(0.0, std::min(10.0, currentState.earth));
currentState.human = std::max(0.0, std::min(10.0, currentState.human));
}};
} // namespace TriadLayer
// ============================================================================
// 第四层：四元象限 —— 四象限平衡算法
// ============================================================================
namespace QuadrantLayer {
/**
- 四象限平衡算法 (Quadrant-Balance-Algorithm, QBA)
-
四象（太阳、少阳、太阴、少阴）是阴阳的进一步细分
*/
class QuadrantBalanceAlgorithm {
private:
// 四象限定义
enum Quadrant {
SUN_YANG, // 太阳（阳中之阳）：实证热盛
LESSER_YANG, // 少阳（阳中之阴）：阴虚阳亢
SUN_YIN, // 太阴（阴中之阳）：阳虚湿盛
LESSER_YIN // 少阴（阴中之阴）：虚寒证
};struct QuadrantState {
double qYang; // 阳能量
double qYin; // 阴能量
Quadrant quadrant; // 当前象限
double distanceToCenter; // 距离中心点的距离
std::string diagnosis; // 辨证结果
};QuadrantState currentState;
// 中心点（平衡点）
static constexpr double CENTER_YANG = 5.0;
static constexpr double CENTER_YIN = 5.0;
public:
QuadrantBalanceAlgorithm(double yang = 5.0, double yin = 5.0) {
setState(yang, yin);
}
/**
* 设置状态并计算象限
*/
void setState(double yang, double yin) {
currentState.qYang = yang;
currentState.qYin = yin;
// 判断象限
determineQuadrant();
// 计算距离中心点的距离
calculateDistance();
// 生成辨证结果
generateDiagnosis();
}
/**
* 从三才状态映射到四象限
*/
void mapFromTriad(double heaven, double earth, double human) {
// 天为阳，地为阴，人为调节因子
double yang = heaven + human * 0.3;
double yin = earth + (10.0 - human) * 0.3;
setState(yang, yin);
std::cout << "四象限映射: 阳=" << currentState.qYang
<< ", 阴=" << currentState.qYin
<< ", 象限=" << getQuadrantName(currentState.quadrant) << std::endl;
}
/**
* 象限平衡调整算法
*/
void balanceAdjustment(int iterations = 50) {
for (int i = 0; i < iterations; ++i) {
// 计算调整向量：指向中心点
double deltaYang = (CENTER_YANG - currentState.qYang) * 0.1;
double deltaYin = (CENTER_YIN - currentState.qYin) * 0.1;
// 根据象限特性调整调整向量
adjustByQuadrant(deltaYang, deltaYin);
// 应用调整
currentState.qYang += deltaYang;
currentState.qYin += deltaYin;
// 更新状态
determineQuadrant();
calculateDistance();
if (i % 10 == 0) {
std::cout << "象限平衡 " << i << ": 阳=" << currentState.qYang
<< ", 阴=" << currentState.qYin
<< ", 距离中心=" << currentState.distanceToCenter << std::endl;
}
}
generateDiagnosis();
}
/**
* 获取当前状态
*/
QuadrantState getState() const {
return currentState;
}
/**
* 判断是否需要治疗干预
*/
bool needsIntervention() const {
return currentState.distanceToCenter > 2.0; // 距离中心点超过2个单位
}
/**
* 获取治疗方向建议
*/
std::string getTreatmentDirection() const {
switch(currentState.quadrant) {
case SUN_YANG: return "清热泻火";
case LESSER_YANG: return "滋阴潜阳";
case SUN_YIN: return "温阳化湿";
case LESSER_YIN: return "温补散寒";
default: return "平衡调整";
}
}private:
void determineQuadrant() {
if (currentState.qYang >= CENTER_YANG) {
if (currentState.qYin >= CENTER_YIN) {
currentState.quadrant = SUN_YANG; // 第一象限
} else {
currentState.quadrant = LESSER_YANG; // 第二象限
}
} else {
if (currentState.qYin >= CENTER_YIN) {
currentState.quadrant = SUN_YIN; // 第三象限
} else {
currentState.quadrant = LESSER_YIN; // 第四象限
}
}
}
void calculateDistance() {
double dx = currentState.qYang - CENTER_YANG;
double dy = currentState.qYin - CENTER_YIN;
currentState.distanceToCenter = std::sqrt(dx*dx + dy*dy);
}
void generateDiagnosis() {
switch(currentState.quadrant) {
case SUN_YANG:
currentState.diagnosis = "实证热盛证";
break;
case LESSER_YANG:
currentState.diagnosis = "阴虚阳亢证";
break;
case SUN_YIN:
currentState.diagnosis = "阳虚湿盛证";
break;
case LESSER_YIN:
currentState.diagnosis = "虚寒证";
break;
default:
currentState.diagnosis = "阴阳平衡证";
}
// 添加严重程度
if (currentState.distanceToCenter > 3.0) {
currentState.diagnosis += "（重度）";
} else if (currentState.distanceToCenter > 1.5) {
currentState.diagnosis += "（中度）";
} else {
currentState.diagnosis += "（轻度）";
}
}
void adjustByQuadrant(double& deltaYang, double& deltaYin) {
// 不同象限有不同的调整策略
switch(currentState.quadrant) {
case SUN_YANG: // 需要降阳增阴
deltaYang *= 1.2; // 加强阳的调整
deltaYin *= 0.8; // 减弱阴的调整
break;
case LESSER_YANG: // 需要降阳增阴
deltaYang *= 1.1;
deltaYin *= 0.9;
break;
case SUN_YIN: // 需要增阳降阴
deltaYang *= 0.8;
deltaYin *= 1.2;
break;
case LESSER_YIN: // 需要增阳增阴（温补）
deltaYang *= 1.0;
deltaYin *= 1.0;
break;
}
}
std::string getQuadrantName(Quadrant q) const {
switch(q) {
case SUN_YANG: return "太阳（阳中之阳）";
case LESSER_YANG: return "少阳（阳中之阴）";
case SUN_YIN: return "太阴（阴中之阳）";
case LESSER_YIN: return "少阴（阴中之阴）";
default: return "未知";
}
}};
} // namespace QuadrantLayer
// ============================================================================
// 第五层：五元生克 —— 五行相生相克逻辑算法
// ============================================================================
namespace FiveElementsLayer {
/**
- 五行相生相克逻辑算法 (Five-Elements-Cycle-Algorithm, FECA)
-
木、火、土、金、水五行的生、克、乘、侮关系
*/
class FiveElementsCycleAlgorithm {
private:
// 五行元素
enum Element { WOOD, FIRE, EARTH, METAL, WATER, COUNT };struct FiveElementsState {
std::array<double, COUNT> energies; // 五行能量
std::array<double, COUNT> tendencies; // 变化趋势
double overallBalance; // 整体平衡度
};FiveElementsState currentState;
// 五行生克权重矩阵
std::array<std::array<double, COUNT>, COUNT> weightMatrix;// 五行名称
std::array<std::string, COUNT> elementNames = {"木", "火", "土", "金", "水"};// 五行颜色
std::array<std::string, COUNT> elementColors = {"🌳", "🔥", "⛰️", "⚔️", "💧"};// 理想能量值（平衡状态）
static constexpr double IDEAL_ENERGY = 2.0;
public:
FiveElementsCycleAlgorithm() {
initializeWeightMatrix();
initializeEnergies();
}
/**
* 从四象限映射到五行
*/
void mapFromQuadrant(double yang, double yin) {
// 四象对应五行：太阳-火，少阳-木，太阴-金，少阴-水，中央-土
currentState.energies[WOOD] = yang * 0.3 + yin * 0.2;
currentState.energies[FIRE] = yang * 0.4;
currentState.energies[EARTH] = 2.0; // 土居中，保持平衡
currentState.energies[METAL] = yin * 0.4;
currentState.energies[WATER] = yin * 0.3 + yang * 0.2;
normalizeEnergies();
calculateBalance();
std::cout << "五行映射: ";
for (int i = 0; i < COUNT; ++i) {
std::cout << elementNames[i] << "=" << currentState.energies[i] << " ";
}
std::cout << std::endl;
}
/**
* 五行状态演化方程：dE/dt = W · E
*/
void evolve(double time, int steps = 100) {
double dt = time / steps;
for (int step = 0; step < steps; ++step) {
// 计算当前导数
std::array<double, COUNT> derivatives = {0.0};
for (int i = 0; i < COUNT; ++i) {
for (int j = 0; j < COUNT; ++j) {
derivatives[i] += weightMatrix[i][j] * currentState.energies[j];
}
}
// 更新能量
for (int i = 0; i < COUNT; ++i) {
currentState.energies[i] += derivatives[i] * dt;
currentState.tendencies[i] = derivatives[i];
}
// 归一化
normalizeEnergies();
// 计算平衡度
calculateBalance();
if (step % 20 == 0) {
std::cout << "五行演化 " << step << ": ";
for (int i = 0; i < COUNT; ++i) {
std::cout << elementNames[i] << "=" << currentState.energies[i] << "(";
std::cout << (currentState.tendencies[i] > 0 ? "+" : "")
<< currentState.tendencies[i] << ") ";
}
std::cout << "平衡=" << currentState.overallBalance << std::endl;
}
}
}
/**
* 五行生克分析
*/
void analyzeGenerationsRestrictions() {
std::cout << "n=== 五行生克分析 ===" << std::endl;
// 相生关系
std::cout << "相生关系:" << std::endl;
for (int i = 0; i < COUNT; ++i) {
int mother = (i + COUNT - 1) % COUNT; // 生我者
int child = (i + 1) % COUNT; // 我生者
std::cout << elementColors[i] << elementNames[i] << ": ";
std::cout << elementNames[mother] << "生" << elementNames[i]
<< ", " << elementNames[i] << "生" << elementNames[child] << std::endl;
}
// 相克关系
std::cout << "n相克关系:" << std::endl;
for (int i = 0; i < COUNT; ++i) {
int restrictor = (i + 2) % COUNT; // 克我者
int restricted = (i + 3) % COUNT; // 我克者
std::cout << elementColors[i] << elementNames[i] << ": ";
std::cout << elementNames[restrictor] << "克" << elementNames[i]
<< ", " << elementNames[i] << "克" << elementNames[restricted] << std::endl;
}
// 检查乘侮关系
checkOverRestriction();
}
/**
* 获取五行状态
*/
FiveElementsState getState() const {
return currentState;
}
/**
* 获取最不平衡的元素
*/
std::pair<int, double> getMostImbalancedElement() const {
double maxImbalance = 0.0;
int elementIndex = -1;
for (int i = 0; i < COUNT; ++i) {
double imbalance = std::abs(currentState.energies[i] - IDEAL_ENERGY);
if (imbalance > maxImbalance) {
maxImbalance = imbalance;
elementIndex = i;
}
}
return {elementIndex, maxImbalance};
}private:
void initializeWeightMatrix() {
// 初始化为零
for (auto& row : weightMatrix) {
row.fill(0.0);
}
// 设置相生关系（正权重）
// 木生火，火生土，土生金，金生水，水生木
weightMatrix[FIRE][WOOD] = 0.1; // 木生火
weightMatrix[EARTH][FIRE] = 0.1; // 火生土
weightMatrix[METAL][EARTH] = 0.1; // 土生金
weightMatrix[WATER][METAL] = 0.1; // 金生水
weightMatrix[WOOD][WATER] = 0.1; // 水生木
// 设置相克关系（负权重）
// 木克土，土克水，水克火，火克金，金克木
weightMatrix[EARTH][WOOD] = -0.05; // 木克土
weightMatrix[WATER][EARTH] = -0.05; // 土克水
weightMatrix[FIRE][WATER] = -0.05; // 水克火
weightMatrix[METAL][FIRE] = -0.05; // 火克金
weightMatrix[WOOD][METAL] = -0.05; // 金克木
// 自调节（负反馈）
for (int i = 0; i < COUNT; ++i) {
weightMatrix[i][i] = -0.02;
}
}
void initializeEnergies() {
// 初始化为平衡状态
currentState.energies.fill(IDEAL_ENERGY);
currentState.tendencies.fill(0.0);
currentState.overallBalance = 1.0;
}
void normalizeEnergies() {
// 确保能量非负
for (auto& energy : currentState.energies) {
energy = std::max(0.0, energy);
}
// 归一化，使总和为10
double total = 0.0;
for (const auto& energy : currentState.energies) {
total += energy;
}
if (total > 0.0) {
for (auto& energy : currentState.energies) {
energy = energy * 10.0 / total;
}
}
}
void calculateBalance() {
double totalDeviation = 0.0;
for (const auto& energy : currentState.energies) {
totalDeviation += std::abs(energy - IDEAL_ENERGY);
}
// 平衡度 = 1 - 平均偏差/理想值
currentState.overallBalance = 1.0 - (totalDeviation / COUNT) / IDEAL_ENERGY;
}
void checkOverRestriction() {
// 检查乘（过克）关系
std::cout << "n乘侮关系分析:" << std::endl;
for (int i = 0; i < COUNT; ++i) {
int restrictor = (i + 2) % COUNT; // 克我者
double restrictionStrength = std::abs(weightMatrix[i][restrictor] *
currentState.energies[restrictor]);
if (restrictionStrength > 0.15) { // 阈值
std::cout << "⚠️ " << elementNames[restrictor] << "乘"
<< elementNames[i] << " (过克)" << std::endl;
}
}
}};
} // namespace FiveElementsLayer
// ============================================================================
// 第六层：六元流转 —— 六气六淫算法
// ============================================================================
namespace SixQiLayer {
/**
- 六气六淫算法 (Six-Qi-LiuYin-Algorithm, SQLYA)
-
风、寒、暑、湿、燥、火六气，及其异常状态（六淫）
*/
class SixQiLiuYinAlgorithm {
private:
// 六气类型
enum QiType { WIND, COLD, SUMMER_HEAT, DAMP, DRY, FIRE, COUNT };struct SixQiState {
std::array<double, COUNT> externalQi; // 外环境六气
std::array<double, COUNT> internalQi; // 内环境六气（响应）
std::array<double, COUNT> deviation; // 偏差（六淫）
std::array<double, COUNT> influence; // 对五脏的影响
};SixQiState currentState;
// 六气名称
std::array<std::string, COUNT> qiNames = {"风", "寒", "暑", "湿", "燥", "火"};// 六气对应五行
std::array<int, COUNT> qiToElement = {0, 4, 1, 2, 3, 1}; // 风-木，寒-水，暑/火-火，湿-土，燥-金// 耦合矩阵 A：外邪对内部的影响
std::array<std::array<double, COUNT>, COUNT> couplingMatrix;// 正常六气水平（平衡状态）
static constexpr double NORMAL_QI_LEVEL = 1.0;
public:
SixQiLiuYinAlgorithm() {
initializeCouplingMatrix();
initializeState();
}
/**
* 设置外部环境六气
*/
void setExternalQi(const std::array<double, COUNT>& external) {
currentState.externalQi = external;
calculateInternalResponse();
calculateDeviation();
calculateOrganInfluence();
std::cout << "六气设置: 外环境=";
for (int i = 0; i < COUNT; ++i) {
std::cout << qiNames[i] << ":" << currentState.externalQi[i] << " ";
}
std::cout << std::endl;
}
/**
* 与五行状态耦合
*/
void coupleWithFiveElements(const std::array<double, 5>& elementEnergies) {
// 六气影响五行：ΔE_elements = A · X_env
std::array<double, 5> elementChanges = {0.0};
for (int qi = 0; qi < COUNT; ++qi) {
int element = qiToElement[qi];
elementChanges[element] += currentState.influence[qi] * 0.5;
}
std::cout << "六气对五行影响: ";
std::array<std::string, 5> elementNames = {"木", "火", "土", "金", "水"};
for (int i = 0; i < 5; ++i) {
std::cout << elementNames[i] << ":" << (elementChanges[i] > 0 ? "+" : "")
<< elementChanges[i] << " ";
}
std::cout << std::endl;
}
/**
* 六气流转：模拟季节变化
*/
void qiFlow(int seasons = 4) {
// 四季六气：春-风，夏-暑/火，长夏-湿，秋-燥，冬-寒
std::array<std::array<double, COUNT>, 5> seasonalQi = {{
{1.5, 0.5, 0.5, 0.5, 0.5, 0.5}, // 春：风盛
{0.5, 0.5, 1.5, 0.5, 0.5, 1.5}, // 夏：暑、火盛
{0.5, 0.5, 0.5, 1.5, 0.5, 0.5}, // 长夏：湿盛
{0.5, 0.5, 0.5, 0.5, 1.5, 0.5}, // 秋：燥盛
{0.5, 1.5, 0.5, 0.5, 0.5, 0.5} // 冬：寒盛
}};
for (int season = 0; season < seasons; ++season) {
std::cout << "n季节 " << season + 1 << ": ";
setExternalQi(seasonalQi[season % 5]);
// 模拟季节内变化
for (int step = 0; step < 10; ++step) {
evolveOneStep();
}
}
}
/**
* 获取六淫（异常六气）诊断
*/
std::vector<std::string> getLiuYinDiagnosis() const {
std::vector<std::string> diagnosis;
for (int i = 0; i < COUNT; ++i) {
if (currentState.deviation[i] > 0.3) { // 超过阈值
std::string yinName = qiNames[i] + "淫";
std::string severity = currentState.deviation[i] > 0.5 ? "重" : "轻";
diagnosis.push_back(severity + yinName + "证");
}
}
return diagnosis;
}
/**
* 获取六气状态
*/
SixQiState getState() const {
return currentState;
}private:
void initializeCouplingMatrix() {
// 初始化耦合矩阵
for (auto& row : couplingMatrix) {
row.fill(0.0);
}
// 设置六气对脏腑的影响权重（简化）
// 风-肝，寒-肾，暑-心，湿-脾，燥-肺，火-心
couplingMatrix[0][0] = 0.3; // 风影响风（自身）
couplingMatrix[1][4] = 0.3; // 寒影响水
couplingMatrix[2][1] = 0.3; // 暑影响火
couplingMatrix[3][2] = 0.3; // 湿影响土
couplingMatrix[4][3] = 0.3; // 燥影响金
couplingMatrix[5][1] = 0.3; // 火影响火
// 交叉影响
couplingMatrix[0][1] = 0.1; // 风影响火（风助火势）
couplingMatrix[1][0] = -0.1; // 寒影响风（寒凝）
// ... 其他交叉影响
}
void initializeState() {
currentState.externalQi.fill(NORMAL_QI_LEVEL);
currentState.internalQi.fill(NORMAL_QI_LEVEL);
currentState.deviation.fill(0.0);
currentState.influence.fill(0.0);
}
void calculateInternalResponse() {
// ΔY_int = A · X_env
for (int i = 0; i < COUNT; ++i) {
currentState.internalQi[i] = 0.0;
for (int j = 0; j < COUNT; ++j) {
currentState.internalQi[i] += couplingMatrix[i][j] * currentState.externalQi[j];
}
// 加上基础水平
currentState.internalQi[i] += NORMAL_QI_LEVEL;
// 限制范围
currentState.internalQi[i] = std::max(0.0, std::min(2.0, currentState.internalQi[i]));
}
}
void calculateDeviation() {
// 六淫 = |外气 - 正常水平|
for (int i = 0; i < COUNT; ++i) {
currentState.deviation[i] = std::abs(currentState.externalQi[i] - NORMAL_QI_LEVEL);
}
}
void calculateOrganInfluence() {
// 六气对五脏的影响（简化）
std::array<std::string, 5> organs = {"肝", "心", "脾", "肺", "肾"};
for (int qi = 0; qi < COUNT; ++qi) {
int organIndex = qiToElement[qi];
currentState.influence[qi] = currentState.deviation[qi] *
couplingMatrix[qi][organIndex];
if (currentState.influence[qi] > 0.1) {
std::cout << qiNames[qi] << "淫易伤" << organs[organIndex]
<< "，强度:" << currentState.influence[qi] << std::endl;
}
}
}
void evolveOneStep() {
// 简化的演化：六气相互转化
std::array<double, COUNT> newExternalQi = currentState.externalQi;
// 风生火，火生湿，湿生燥，燥生寒，寒生风（简化循环）
newExternalQi[FIRE] += currentState.externalQi[WIND] * 0.05;
newExternalQi[DAMP] += currentState.externalQi[FIRE] * 0.05;
newExternalQi[DRY] += currentState.externalQi[DAMP] * 0.05;
newExternalQi[COLD] += currentState.externalQi[DRY] * 0.05;
newExternalQi[WIND] += currentState.externalQi[COLD] * 0.05;
// 自我调节
for (int i = 0; i < COUNT; ++i) {
newExternalQi[i] -= (newExternalQi[i] - NORMAL_QI_LEVEL) * 0.1;
}
setExternalQi(newExternalQi);
}};
} // namespace SixQiLayer
// ============================================================================
// 第七层：七元调控 —— 七情六欲算法
// ============================================================================
namespace SevenEmotionsLayer {
/**
- 七情调控算法 (Seven-Emotions-Algorithm, SEA)
-
喜、怒、忧、思、悲、恐、惊七种情志对气机的直接影响
*/
class SevenEmotionsAlgorithm {
private:
// 七情类型
enum Emotion { JOY, ANGER, WORRY, THOUGHT, GRIEF, FEAR, SHOCK, COUNT };struct EmotionsState {
std::array<double, COUNT> intensities; // 情志强度
std::array<double, COUNT> durations; // 持续时间
std::array<double, COUNT> impacts; // 对气机的影响
double overallImpact; // 总体影响
};EmotionsState currentState;
// 七情名称
std::array<std::string, COUNT> emotionNames = {"喜", "怒", "忧", "思", "悲", "恐", "惊"};// 七情对应五行脏腑
std::array<int, COUNT> emotionToElement = {1, 0, 3, 2, 3, 4, 4}; // 喜-心火，怒-肝木，忧/悲-肺金，思-脾土，恐/惊-肾水// 情志-脏腑映射矩阵
std::array<std::array<double, COUNT>, 5> emotionOrganMatrix;
public:
SevenEmotionsAlgorithm() {
initializeEmotionOrganMatrix();
initializeState();
}
/**
* 设置情志状态
*/
void setEmotions(const std::array<double, COUNT>& intensities,
const std::array<double, COUNT>& durations) {
currentState.intensities = intensities;
currentState.durations = durations;
calculateImpacts();
std::cout << "七情状态: ";
for (int i = 0; i < COUNT; ++i) {
if (intensities[i] > 0.1) {
std::cout << emotionNames[i] << ":" << intensities[i] << " ";
}
}
std::cout << std::endl;
}
/**
* 情志对五行能量的影响：ΔE_elements = M_emo2organs · E_emo
*/
std::array<double, 5> calculateElementImpact() const {
std::array<double, 5> elementImpact = {0.0};
for (int emotion = 0; emotion < COUNT; ++emotion) {
for (int element = 0; element < 5; ++element) {
elementImpact[element] += emotionOrganMatrix[element][emotion] *
currentState.intensities[emotion] *
currentState.durations[emotion];
}
}
return elementImpact;
}
/**
* 情志调控：使过激情志回归平衡
*/
void regulateEmotions(int steps = 20) {
for (int step = 0; step < steps; ++step) {
std::array<double, COUNT> newIntensities = currentState.intensities;
// 七情相克关系：悲胜怒，恐胜喜，怒胜思，喜胜忧，思胜恐
// 悲克怒
if (newIntensities[ANGER] > 0.5) {
newIntensities[GRIEF] += 0.1;
newIntensities[ANGER] -= 0.15;
}
// 恐克喜
if (newIntensities[JOY] > 0.5) {
newIntensities[FEAR] += 0.1;
newIntensities[JOY] -= 0.15;
}
// 怒克思
if (newIntensities[THOUGHT] > 0.5) {
newIntensities[ANGER] += 0.1;
newIntensities[THOUGHT] -= 0.15;
}
// 喜克忧
if (newIntensities[WORRY] > 0.5) {
newIntensities[JOY] += 0.1;
newIntensities[WORRY] -= 0.15;
}
// 思克恐
if (newIntensities[FEAR] > 0.5) {
newIntensities[THOUGHT] += 0.1;
newIntensities[FEAR] -= 0.15;
}
// 自然衰减
for (int i = 0; i < COUNT; ++i) {
newIntensities[i] *= 0.95; // 衰减5%
newIntensities[i] = std::max(0.0, std::min(1.0, newIntensities[i]));
}
setEmotions(newIntensities, currentState.durations);
if (step % 5 == 0) {
std::cout << "情志调控 " << step << ": 总体影响="
<< currentState.overallImpact << std::endl;
}
}
}
/**
* 获取情志诊断
*/
std::vector<std::string> getEmotionDiagnosis() const {
std::vector<std::string> diagnosis;
std::array<std::string, 5> organs = {"肝", "心", "脾", "肺", "肾"};
for (int i = 0; i < COUNT; ++i) {
if (currentState.intensities[i] > 0.3 && currentState.durations[i] > 2.0) {
int organIndex = emotionToElement[i];
std::string severity = currentState.intensities[i] > 0.6 ? "大" : "";
diagnosis.push_back(severity + emotionNames[i] + "伤" + organs[organIndex]);
}
}
return diagnosis;
}
/**
* 获取情志状态
*/
EmotionsState getState() const {
return currentState;
}private:
void initializeEmotionOrganMatrix() {
// 初始化情志-脏腑映射矩阵
for (auto& row : emotionOrganMatrix) {
row.fill(0.0);
}
// 喜伤心（过喜伤心）
emotionOrganMatrix[1][JOY] = -0.3; // 心-喜：负影响
// 怒伤肝
emotionOrganMatrix[0][ANGER] = -0.3; // 肝-怒：负影响
// 忧伤肺
emotionOrganMatrix[3][WORRY] = -0.3; // 肺-忧：负影响
// 思伤脾
emotionOrganMatrix[2][THOUGHT] = -0.3; // 脾-思：负影响
// 悲伤肺
emotionOrganMatrix[3][GRIEF] = -0.3; // 肺-悲：负影响
// 恐伤肾
emotionOrganMatrix[4][FEAR] = -0.3; // 肾-恐：负影响
// 惊伤肾
emotionOrganMatrix[4][SHOCK] = -0.4; // 肾-惊：较大负影响
// 适度情志的正向影响
emotionOrganMatrix[1][JOY] += 0.1; // 适度喜悦养心
emotionOrganMatrix[0][ANGER] += 0.05; // 适度发怒疏肝
emotionOrganMatrix[2][THOUGHT] += 0.1; // 适度思考健脑
}
void initializeState() {
currentState.intensities.fill(0.0);
currentState.durations.fill(1.0);
currentState.impacts.fill(0.0);
currentState.overallImpact = 0.0;
}
void calculateImpacts() {
currentState.overallImpact = 0.0;
for (int i = 0; i < COUNT; ++i) {
// 影响 = 强度 × 持续时间 × 映射权重
currentState.impacts[i] = currentState.intensities[i] *
currentState.durations[i] * 0.5;
currentState.overallImpact += std::abs(currentState.impacts[i]);
}
// 归一化总体影响
currentState.overallImpact = std::min(1.0, currentState.overallImpact);
}};
} // namespace SevenEmotionsLayer
// ============================================================================
// 第八层：八元推演 —— 八卦六十四卦复合推演算法
// ============================================================================
namespace EightTrigramsLayer {
/**
- 八卦六十四卦复合推演算法 (Eight-Trigrams-Hexagrams-Algorithm, ETHA)
-
八卦代表八种基本状态，六十四卦代表所有可能的变化情境
*/
class EightTrigramsHexagramsAlgorithm {
private:
// 八卦
enum Trigram { QIAN, KUN, ZHEN, XUN, KAN, LI, GEN, DUI, COUNT };// 卦象结构
struct Hexagram {
int number; // 卦序
std::string name; // 卦名
std::array<bool, 6> lines; // 六爻（从下到上，true为阳，false为阴）
std::string judgment; // 卦辞
std::vector
std::string interpretation; // 数字化解读
std::string tcmImplication; // 中医含义
};// 当前卦象
Hexagram currentHexagram;// 变爻位置
std::vectorchangingLines; // 八卦名称和符号
std::array<std::string, COUNT> trigramNames = {"乾", "坤", "震", "巽", "坎", "离", "艮", "兑"};
std::array<std::string, COUNT> trigramSymbols = {"☰", "☷", "☳", "☴", "☵", "☲", "☶", "☱"};// 六十四卦数据库
std::map<int, Hexagram> hexagramDatabase;
public:
EightTrigramsHexagramsAlgorithm() {
initializeHexagramDatabase();
// 初始化为乾卦（纯阳）
currentHexagram = hexagramDatabase[1];
}
/**
* 从前面层次的状态生成卦象
*/
void generateHexagramFromPreviousLayers(
const std::array<double, 5>& elements, // 五行
const std::array<double, 6>& sixQi, // 六气
const std::array<double, 7>& emotions) // 七情
{
// 计算总体阴阳比例
double totalYang = 0.0, totalYin = 0.0;
// 五行阴阳：木火为阳，土金水为阴（简化）
totalYang += elements[0] + elements[1]; // 木+火
totalYin += elements[2] + elements[3] + elements[4]; // 土+金+水
// 六气阴阳：风暑火为阳，寒湿燥为阴
totalYang += sixQi[0] + sixQi[2] + sixQi[5]; // 风+暑+火
totalYin += sixQi[1] + sixQi[3] + sixQi[4]; // 寒+湿+燥
// 七情阴阳：喜怒为阳，忧思悲恐惊为阴
totalYang += emotions[0] + emotions[1]; // 喜+怒
totalYin += emotions[2] + emotions[3] + emotions[4] +
emotions[5] + emotions[6]; // 忧思悲恐惊
// 生成六爻
std::array<bool, 6> lines;
std::random_device rd;
std::mt19937 gen(rd());
for (int i = 0; i < 6; ++i) {
// 根据阴阳比例随机生成爻
double yangProbability = totalYang / (totalYang + totalYin);
std::uniform_real_distribution<> dis(0.0, 1.0);
lines[i] = (dis(gen) < yangProbability);
}
// 查找对应的卦
int hexagramNumber = findHexagramByLines(lines);
if (hexagramNumber > 0) {
currentHexagram = hexagramDatabase[hexagramNumber];
findChangingLines(lines);
std::cout << "生成卦象: " << currentHexagram.number << "."
<< currentHexagram.name << " (" << getLinesString(lines)
<< ")" << std::endl;
std::cout << "卦辞: " << currentHexagram.judgment << std::endl;
std::cout << "中医含义: " << currentHexagram.tcmImplication << std::endl;
}
}
/**
* 卦象推演：根据变爻计算变卦
*/
Hexagram deduceChangingHexagram() {
if (changingLines.empty()) {
return currentHexagram; // 无变爻，不变卦
}
// 复制当前卦的爻
std::array<bool, 6> newLines = currentHexagram.lines;
// 变爻：阳变阴，阴变阳
for (int line : changingLines) {
if (line >= 0 && line < 6) {
newLines[line] = !newLines[line];
}
}
// 查找变卦
int newHexagramNumber = findHexagramByLines(newLines);
if (newHexagramNumber > 0) {
Hexagram newHexagram = hexagramDatabase[newHexagramNumber];
std::cout << "变卦: " << newHexagram.number << "."
<< newHexagram.name << " (" << getLinesString(newLines)
<< ")" << std::endl;
std::cout << "变卦卦辞: " << newHexagram.judgment << std::endl;
return newHexagram;
}
return currentHexagram;
}
/**
* 获取治疗策略提示
*/
std::vector<std::string> getTreatmentHints() const {
std::vector<std::string> hints;
// 从卦辞和爻辞中提取治疗提示
hints.push_back("卦象提示: " + currentHexagram.interpretation);
hints.push_back("中医策略: " + currentHexagram.tcmImplication);
// 变爻提示
if (!changingLines.empty()) {
std::string changingHint = "变爻位置: ";
for (int line : changingLines) {
changingHint += std::to_string(line + 1) + "爻 ";
}
changingHint += "，显示动态变化";
hints.push_back(changingHint);
// 变爻爻辞提示
for (int line : changingLines) {
if (line < currentHexagram.lineTexts.size()) {
hints.push_back("变爻" + std::to_string(line + 1) + ": " +
currentHexagram.lineTexts[line]);
}
}
}
return hints;
}
/**
* 获取当前卦象
*/
Hexagram getCurrentHexagram() const {
return currentHexagram;
}private:
void initializeHexagramDatabase() {
// 初始化部分卦象（完整64卦需要更多数据）
// 1. 乾卦 (䷀)
Hexagram qian;
qian.number = 1;
qian.name = "乾";
qian.lines = {true, true, true, true, true, true}; // 六爻皆阳
qian.judgment = "元亨利贞。";
qian.lineTexts = {
"初九：潜龙勿用。",
"九二：见龙在田，利见大人。",
"九三：君子终日乾乾，夕惕若厉，无咎。",
"九四：或跃在渊，无咎。",
"九五：飞龙在天，利见大人。",
"上九：亢龙有悔。"
};
qian.interpretation = "纯阳刚健，主动主进。";
qian.tcmImplication = "阳盛体质，需防阳亢阴虚。";
hexagramDatabase[1] = qian;
// 2. 坤卦 (䷁)
Hexagram kun;
kun.number = 2;
kun.name = "坤";
kun.lines = {false, false, false, false, false, false}; // 六爻皆阴
kun.judgment = "元亨，利牝马之贞。";
kun.interpretation = "纯阴柔顺，主静主守。";
kun.tcmImplication = "阴盛体质，需防阳虚湿盛。";
hexagramDatabase[2] = kun;
// 11. 泰卦 (䷊)
Hexagram tai;
tai.number = 11;
tai.name = "泰";
tai.lines = {true, true, true, false, false, false}; // 地天泰
tai.judgment = "小往大来，吉亨。";
tai.interpretation = "天地交泰，阴阳和合。";
tai.tcmImplication = "阴阳平衡，健康之象。";
hexagramDatabase[11] = tai;
// 12. 否卦 (䷋)
Hexagram pi;
pi.number = 12;
pi.name = "否";
pi.lines = {false, false, false, true, true, true}; // 天地否
pi.judgment = "否之匪人，不利君子贞。";
pi.interpretation = "天地不交，阴阳闭塞。";
pi.tcmImplication = "阴阳不交，需调和心肾。";
hexagramDatabase[12] = pi;
// 63. 既济卦 (䷾)
Hexagram jiji;
jiji.number = 63;
jiji.name = "既济";
jiji.lines = {true, false, true, false, true, false}; // 水火既济
jiji.judgment = "亨小，利贞。初吉终乱。";
jiji.interpretation = "事已成，但需防微杜渐。";
jiji.tcmImplication = "心肾相交，但需维持平衡。";
hexagramDatabase[63] = jiji;
// 64. 未济卦 (䷿)
Hexagram weiji;
weiji.number = 64;
weiji.name = "未济";
weiji.lines = {false, true, false, true, false, true}; // 火水未济
weiji.judgment = "亨。小狐汔济，濡其尾，无攸利。";
weiji.interpretation = "事未成，需持续努力。";
weiji.tcmImplication = "心肾不交，需调和阴阳。";
hexagramDatabase[64] = weiji;
// 更多卦象...
}
int findHexagramByLines(const std::array<bool, 6>& lines) {
// 简化的查找：根据爻的阴阳模式匹配卦
// 实际应用中需要完整的卦象匹配算法
// 检查是否为乾卦
bool allYang = true;
for (bool line : lines) if (!line) allYang = false;
if (allYang) return 1;
// 检查是否为坤卦
bool allYin = true;
for (bool line : lines) if (line) allYin = false;
if (allYin) return 2;
// 简化的匹配：根据阳爻数量猜测
int yangCount = 0;
for (bool line : lines) if (line) yangCount++;
// 阳爻数量对应的卦（简化）
switch(yangCount) {
case 0: return 2; // 坤
case 1: return 23; // 剥（示例）
case 2: return 8; // 比（示例）
case 3: return 11; // 泰
case 4: return 12; // 否
case 5: return 43; // 夬（示例）
case 6: return 1; // 乾
default: return 1;
}
}
void findChangingLines(const std::array<bool, 6>& lines) {
changingLines.clear();
// 简化的变爻判断：阴阳极致的爻可能变化
for (int i = 0; i < 6; ++i) {
// 阳爻在最上方（上九）或阴爻在最下方（初六）容易变
if ((i == 5 && lines[i]) || // 上九：亢龙有悔
(i == 0 && !lines[i])) { // 初六：履霜坚冰至
changingLines.push_back(i);
}
}
// 如果没有自然变爻，随机选择（模拟占卜）
if (changingLines.empty()) {
std::random_device rd;
std::mt19937 gen(rd());
std::uniform_int_distribution<> dis(0, 5);
int changingLine = dis(gen);
changingLines.push_back(changingLine);
}
}
std::string getLinesString(const std::array<bool, 6>& lines) {
std::string result;
for (int i = 5; i >= 0; --i) { // 从上爻到下爻
result += lines[i] ? "⚊" : "⚋";
}
return result;
}};
} // namespace EightTrigramsLayer
// ============================================================================
// 第九层：九元整合与九九归一
// ============================================================================
namespace NinePalaceLayer {
/**
- 九宫整合与九九归一算法 (Nine-Palace-Integration & Nine-Nine-Return-One Algorithm)
-
洛书九宫格，将天地万物纳入一个完美的数理模型中，最终万法归一
*/
class NinePalaceIntegrationAlgorithm {
private:
// 九宫矩阵
std::array<std::array<double, 3>, 3> luoshuMatrix;// 理想平衡矩阵（洛书魔方）
std::array<std::array<double, 3>, 3> idealMatrix = {{
{4.0, 9.0, 2.0},
{3.0, 5.0, 7.0},
{8.0, 1.0, 6.0}
}};// 各层次状态整合
struct IntegratedState {
std::array<std::array<double, 3>, 3> energyMatrix; // 能量矩阵
std::array<std::array<std::string, 3>, 3> symbolMatrix; // 符号矩阵
std::array<std::array<std::string, 3>, 3> diagnosisMatrix; // 诊断矩阵
double overallEntropy; // 整体熵
double convergence; // 收敛度
};IntegratedState currentState;
// 黄金比例
static constexpr double PHI = 1.618033988749895;// 迭代历史
std::vector<std::array<std::array<double, 3>, 3>> iterationHistory;
public:
NinePalaceIntegrationAlgorithm() {
initializeMatrix();
}
/**
* 整合前八层状态到九宫
*/
void integrateAllLayers(
double qiTotal, // 一元：总气
double yin, double yang, // 二元：阴阳
double heaven, double earth, double human, // 三元：三才
const std::array<double, 5>& elements, // 五行
const std::array<double, 6>& sixQi, // 六气
const std::array<double, 7>& emotions, // 七情
const EightTrigramsLayer::Hexagram& hexagram // 八卦
) {
std::cout << "n=== 开始九宫整合 ===" << std::endl;
// 1. 计算各宫位基础能量
calculateBasicEnergies(qiTotal, yin, yang, heaven, earth, human);
// 2. 应用五行生克
applyFiveElements(elements);
// 3. 应用六气流转
applySixQi(sixQi);
// 4. 应用七情影响
applySevenEmotions(emotions);
// 5. 应用卦象提示
applyHexagram(hexagram);
// 6. 计算符号和诊断
calculateSymbolsAndDiagnosis();
// 7. 计算熵和收敛度
calculateEntropyAndConvergence();
std::cout << "九宫整合完成" << std::endl;
printMatrix();
}
/**
* 九九归一动/**
* 镜心悟道系统 - 多元多维多层次推演架构
* MirrorMind Tao System - Multi-Element Multi-Dimension Multi-Layer Reasoning Architecture
* C++ Implementation Framework
*/
#include <iostream>
#include <vector>
#include <map>
#include <memory>
#include <functional>
#include <cmath>
#include <algorithm>
#include <chrono>
#include <queue>
#include <thread>
#include <atomic>
#include <future>
// ============================================================================
// 元层：哲学根基与驱动原则
// ============================================================================
namespace MetaLayer {
/**
* 一元归一原则
* 系统最高原则，强调"气"或"道"的整体性
*/
class TheOneUnification {
private:
static constexpr double GOLDEN_RATIO = 1.618033988749895;
static constexpr double TAO_CONSTANT = 3.141592653589793 * GOLDEN_RATIO;
public:
/**
* 整体平衡收敛函数
* 确保所有计算最终收敛于整体平衡状态
*/
template<typename T>
static T convergeToUnity(const std::vector<T>& elements,
std::function<T(const T&, const T&)> mergeFunction) {
if (elements.empty()) return T();
T unified = elements[0];
for (size_t i = 1; i < elements.size(); ++i) {
unified = mergeFunction(unified, elements[i]);
// 应用黄金比例优化
unified = applyGoldenRatioOptimization(unified, elements[i]);
}
return unified;
}
/**
* 统一能量场论核心算法
*/
static double calculateUnifiedEnergyField(const std::map<std::string, double>& localEnergies) {
double total = 0.0;
for (const auto& [key, value] : localEnergies) {
total += value * GOLDEN_RATIO;
}
return total / (localEnergies.size() * GOLDEN_RATIO);
}
private:
template<typename T>
static T applyGoldenRatioOptimization(const T& a, const T& b) {
// 黄金比例调和算法
if constexpr (std::is_arithmetic_v<T>) {
return (a * GOLDEN_RATIO + b) / (GOLDEN_RATIO + 1.0);
}
return a; // 对于非算术类型，需要特化实现
}
};
/**
* 二元二维原则
* 阴阳哲学的实现
*/
class TheTwoDuality {
public:
struct YinYangBalance {
double yin; // 阴能量
double yang; // 阳能量
double balance; // 平衡度 (-1 到 1，0为完全平衡)
YinYangBalance(double y, double yy) : yin(y), yang(yy) {
balance = (yang - yin) / (yin + yang + 1e-10);
}
};
/**
* 量子比特阴阳叠加态
*/
class QuantumYinYang {
private:
double amplitudeYin; // |阴⟩振幅
double amplitudeYang; // |阳⟩振幅
double phaseDifference; // 相位差
public:
QuantumYinYang(double aYin = 0.7071, double aYang = 0.7071, double phase = 0.0)
: amplitudeYin(aYin), amplitudeYang(aYang), phaseDifference(phase) {}
/**
* 量子叠加态表示：α|阴⟩ + βe^(iφ)|阳⟩
*/
std::pair<double, double> getQuantumState() const {
double alpha = amplitudeYin;
double beta = amplitudeYang * std::cos(phaseDifference);
return {alpha, beta};
}
/**
* 测量阴阳状态
*/
bool measure() const {
double probYin = amplitudeYin * amplitudeYin;
double random = (double)rand() / RAND_MAX;
return random < probYin;
}
/**
* 量子纠缠 - 创建纠缠态
*/
static std::pair<QuantumYinYang, QuantumYinYang> createEntangledPair() {
// 贝尔态：(|阴阳⟩ + |阳阴⟩)/√2
QuantumYinYang q1(0.7071, 0.7071, 0.0);
QuantumYinYang q2(0.7071, 0.7071, 3.14159); // π相位差
return {q1, q2};
}
};
/**
* 二维阴阳矩阵
*/
class YinYangMatrix {
private:
std::vector<std::vector<YinYangBalance>> matrix;
public:
YinYangMatrix(int rows, int cols) : matrix(rows, std::vector<YinYangBalance>(cols, {0.5, 0.5})) {}
/**
* 计算整体阴阳平衡
*/
double calculateOverallBalance() const {
double totalYin = 0.0, totalYang = 0.0;
for (const auto& row : matrix) {
for (const auto& cell : row) {
totalYin += cell.yin;
totalYang += cell.yang;
}
}
return (totalYang - totalYin) / (totalYin + totalYang + 1e-10);
}
/**
* 动态平衡调整
*/
void adjustBalance(double targetBalance = 0.0) {
double current = calculateOverallBalance();
double adjustment = (targetBalance - current) * 0.1;
for (auto& row : matrix) {
for (auto& cell : row) {
cell.yin *= (1.0 - adjustment);
cell.yang *= (1.0 + adjustment);
// 重新计算平衡
cell = YinYangBalance(cell.yin, cell.yang);
}
}
}
};
};
/**
* 三元三维原则
* 天地人三才系统
*/
class TheThreeTrinity {
public:
// 三才类型
enum TrinityType {
HEAVEN, // 天
EARTH, // 地
HUMAN // 人
};
struct TrinitySystem {
double heavenEnergy; // 天能量
double earthEnergy; // 地能量
double humanEnergy; // 人能量
double stability; // 系统稳定性系数
TrinitySystem(double h = 1.0, double e = 1.0, double hu = 1.0)
: heavenEnergy(h), earthEnergy(e), humanEnergy(hu) {
stability = calculateStability();
}
double calculateStability() const {
// 稳定性 = 1 - 三才能量差异的标准差
double mean = (heavenEnergy + earthEnergy + humanEnergy) / 3.0;
double variance = (std::pow(heavenEnergy - mean, 2) +
std::pow(earthEnergy - mean, 2) +
std::pow(humanEnergy - mean, 2)) / 3.0;
return 1.0 - std::sqrt(variance) / mean;
}
};
/**
* 三部九候分析框架
*/
class ThreePartNinePosition {
private:
// 三焦
struct TripleBurner {
double upper; // 上焦
double middle; // 中焦
double lower; // 下焦
};
// 九候：每部三候
std::array<std::array<double, 3>, 3> positions;
public:
ThreePartNinePosition() {
// 初始化九候
for (auto& part : positions) {
part.fill(1.0);
}
}
/**
* 分析三焦平衡
*/
TripleBurner analyzeTripleBurner() const {
TripleBurner result;
result.upper = (positions[0][0] + positions[0][1] + positions[0][2]) / 3.0;
result.middle = (positions[1][0] + positions[1][1] + positions[1][2]) / 3.0;
result.lower = (positions[2][0] + positions[2][1] + positions[2][2]) / 3.0;
return result;
}
/**
* 洛书九宫映射
*/
std::array<std::array<double, 3>, 3> toLuoshuMatrix() const {
// 将九候映射到洛书九宫
// 洛书顺序：4 9 2 / 3 5 7 / 8 1 6
std::array<std::array<double, 3>, 3> luoshu;
// 映射关系
luoshu[0][0] = positions[0][0]; // 4宫
luoshu[0][1] = positions[0][1]; // 9宫
luoshu[0][2] = positions[0][2]; // 2宫
luoshu[1][0] = positions[1][0]; // 3宫
luoshu[1][1] = positions[1][1]; // 5宫（中宫）
luoshu[1][2] = positions[1][2]; // 7宫
luoshu[2][0] = positions[2][0]; // 8宫
luoshu[2][1] = positions[2][1]; // 1宫
luoshu[2][2] = positions[2][2]; // 6宫
return luoshu;
}
};
};
/**
* 多元多维原则
* 支持无限扩展的复杂系统
*/
class TheMultipleMultiElement {
private:
std::map<std::string, std::vector<double>> elementSystems;
public:
// 系统类型枚举
enum SystemType {
FIVE_ELEMENT, // 五行系统
SIX_QI, // 六气系统
EIGHT_TRIGRAM, // 八卦系统
TWELVE_MERIDIAN, // 十二经络
CUSTOM // 自定义系统
};
/**
* 初始化多元系统
*/
void initializeSystem(SystemType type, const std::vector<std::string>& elements) {
switch(type) {
case FIVE_ELEMENT:
elementSystems["五行"] = {1.0, 1.0, 1.0, 1.0, 1.0}; // 木火土金水
break;
case SIX_QI:
elementSystems["六气"] = {1.0, 1.0, 1.0, 1.0, 1.0, 1.0};
break;
case EIGHT_TRIGRAM:
elementSystems["八卦"] = {1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0};
break;
case CUSTOM:
elementSystems["自定义"] = std::vector<double>(elements.size(), 1.0);
break;
default:
break;
}
}
/**
* N维扩展计算：支持从3³到∞ⁿ的组合
*/
template<int N>
std::array<double, N> calculateNthDimension(const std::array<double, N>& base,
int expansionLevel = 1) {
std::array<double, N> result = base;
// 根据扩展级别进行维度扩展
for (int level = 0; level < expansionLevel; ++level) {
for (int i = 0; i < N; ++i) {
// 应用黄金比例进行和谐扩展
result[i] *= (1.0 + TheOneUnification::GOLDEN_RATIO * 0.01);
}
}
return result;
}
/**
* 处理复杂病理状态的多元分析
*/
std::map<std::string, double> analyzeComplexPathology(
const std::map<std::string, std::vector<double>>& symptoms) {
std::map<std::string, double> pathologyScores;
for (const auto& [systemName, elementValues] : elementSystems) {
double score = 0.0;
for (double value : elementValues) {
score += value;
}
pathologyScores[systemName] = score / elementValues.size();
}
return pathologyScores;
}
};
} // namespace MetaLayer
// ============================================================================
// 维层：认知与分析的视角
// ============================================================================
namespace DimensionLayer {
/**
* 能量维 - 气血阴阳视角
*/
class EnergyDimension {
private:
struct OrganEnergy {
std::string organName;
double qiEnergy; // 气能量
double bloodEnergy; // 血能量
double yinEnergy; // 阴能量
double yangEnergy; // 阳能量
double calculateTotalEnergy() const {
return (qiEnergy + bloodEnergy + yinEnergy + yangEnergy) / 4.0;
}
};
std::map<std::string, OrganEnergy> organEnergies;
public:
/**
* 评估脏腑能量盈虚
*/
void assessOrganEnergy(const std::string& organ,
double qi, double blood, double yin, double yang) {
organEnergies[organ] = {organ, qi, blood, yin, yang};
}
/**
* 五行生克乘侮分析
*/
class FiveElementCycle {
private:
// 五行相生：木→火→土→金→水→木
// 五行相克：木→土→水→火→金→木
std::map<std::string, std::vector<std::string>> generationCycle = {
{"木", {"火"}},
{"火", {"土"}},
{"土", {"金"}},
{"金", {"水"}},
{"水", {"木"}}
};
std::map<std::string, std::vector<std::string>> restrictionCycle = {
{"木", {"土"}},
{"土", {"水"}},
{"水", {"火"}},
{"火", {"金"}},
{"金", {"木"}}
};
public:
/**
* 分析生克关系
*/
std::pair<double, double> analyzeRelationship(const std::string& element1,
const std::string& element2,
double energy1,
double energy2) {
double generationStrength = 0.0;
double restrictionStrength = 0.0;
// 检查相生关系
if (std::find(generationCycle[element1].begin(),
generationCycle[element1].end(), element2) !=
generationCycle[element1].end()) {
generationStrength = energy1 * 0.5; // 相生力度
}
// 检查相克关系
if (std::find(restrictionCycle[element1].begin(),
restrictionCycle[element1].end(), element2) !=
restrictionCycle[element1].end()) {
restrictionStrength = energy1 * 0.3; // 相克力度
}
return {generationStrength, restrictionStrength};
}
/**
* 检测乘侮关系
*/
std::string detectOverRestriction(const std::map<std::string, double>& elementEnergies) {
// 乘：过克
// 侮：反克
for (const auto& [element, energy] : elementEnergies) {
if (energy > 1.5) { // 能量过盛
return element + "乘";
} else if (energy < 0.5) { // 能量过衰
return element + "侮";
}
}
return "正常";
}
};
/**
* 计算经络气血流注状态
*/
std::map<std::string, double> calculateMeridianFlow(
const std::map<std::string, double>& meridianEnergies,
int hourOfDay) {
std::map<std::string, double> flowStates;
// 十二经络流注时辰
std::map<int, std::string> hourToMeridian = {
{1, "肝经"}, {3, "肺经"}, {5, "大肠经"},
{7, "胃经"}, {9, "脾经"}, {11, "心经"},
{13, "小肠经"}, {15, "膀胱经"}, {17, "肾经"},
{19, "心包经"}, {21, "三焦经"}, {23, "胆经"}
};
// 计算当前时辰的主经
std::string mainMeridian = hourToMeridian[hourOfDay];
for (const auto& [meridian, energy] : meridianEnergies) {
double flow = energy;
// 主经加强
if (meridian == mainMeridian) {
flow *= 1.3;
}
flowStates[meridian] = flow;
}
return flowStates;
}
};
/**
* 信息维 - 症状符号视角
*/
class InformationDimension {
private:
// 症状知识图谱节点
struct SymptomNode {
std::string symptom;
std::vector<std::string> patterns; // 相关证候
double severity;
double specificity;
};
// 证候规则
struct PatternRule {
std::string patternName;
std::vector<std::pair<std::string, double>> symptomWeights; // 症状及权重
double threshold; // 诊断阈值
};
std::vector<SymptomNode> symptomGraph;
std::vector<PatternRule> patternRules;
public:
/**
* 符号AI推理引擎（简化Prolog风格）
*/
class SymbolicAIEngine {
private:
std::vector<std::pair<std::string, std::function<bool(const std::vector<std::string>&)>>> rules;
public:
// 添加规则
void addRule(const std::string& head,
const std::vector<std::string>& body,
std::function<bool(const std::vector<std::string>&)> condition) {
rules.emplace_back(head, condition);
}
// 推理查询
std::vector<std::string> query(const std::string& goal,
const std::vector<std::string>& symptoms) {
std::vector<std::string> results;
for (const auto& [head, condition] : rules) {
if (head == goal && condition(symptoms)) {
results.push_back(head);
}
}
return results;
}
};
/**
* 症状→证候的自动匹配
*/
std::vector<std::pair<std::string, double>> matchPatterns(
const std::vector<std::string>& symptoms) {
std::map<std::string, double> patternScores;
for (const auto& rule : patternRules) {
double score = 0.0;
for (const auto& [symptom, weight] : rule.symptomWeights) {
if (std::find(symptoms.begin(), symptoms.end(), symptom) != symptoms.end()) {
score += weight;
}
}
if (score >= rule.threshold) {
patternScores[rule.patternName] = score;
}
}
// 转换为排序后的向量
std::vector<std::pair<std::string, double>> results(
patternScores.begin(), patternScores.end());
std::sort(results.begin(), results.end(),
[](const auto& a, const auto& b) { return a.second > b.second; });
return results;
}
/**
* 舌象、脉象的符号化表示
*/
struct TonguePulseSymbols {
struct TongueSigns {
std::string color; // 舌色
std::string coating; // 舌苔
std::string shape; // 舌形
std::string moisture; // 润燥
};
struct PulseSigns {
std::string position; // 部位
std::string depth; // 浮沉
std::string strength; // 强弱
std::string rhythm; // 节律
};
TongueSigns tongue;
PulseSigns pulse;
std::string toSymbolString() const {
return tongue.color + tongue.coating + "|" +
pulse.position + pulse.depth + pulse.strength;
}
};
};
/**
* 时空维 - 奇门节气视角
*/
class SpaceTimeDimension {
private:
struct AstronomicalTime {
int year;
int month;
int day;
int hour;
int minute;
double julianDay; // 儒略日
AstronomicalTime(int y, int m, int d, int h = 0, int min = 0)
: year(y), month(m), day(d), hour(h), minute(min) {
julianDay = calculateJulianDay();
}
double calculateJulianDay() const {
// 简化儒略日计算
int a = (14 - month) / 12;
int y = year + 4800 - a;
int m = month + 12 * a - 3;
return day + (153 * m + 2) / 5 + 365 * y + y / 4 - y / 100 + y / 400 - 32045;
}
};
public:
/**
* 奇门遁甲排盘系统
*/
class QimenDunjiaSystem {
private:
// 八卦九宫
std::array<std::string, 9> trigrams = {"坎", "坤", "震", "巽", "中", "乾", "兑", "艮", "离"};
// 八门
std::array<std::string, 8> gates = {"休", "生", "伤", "杜", "景", "死", "惊", "开"};
// 九星
std::array<std::string, 9> stars = {"天蓬", "天芮", "天冲", "天辅", "天禽", "天心", "天柱", "天任", "天英"};
public:
struct QimenPlate {
std::array<std::array<std::string, 3>, 3> palaceTrigrams; // 宫位八卦
std::array<std::array<std::string, 3>, 3> palaceGates; // 宫位八门
std::array<std::array<std::string, 3>, 3> palaceStars; // 宫位九星
std::string seasonalEnergy; // 节气能量
std::string hourEnergy; // 时辰能量
};
/**
* 根据时间排盘
*/
QimenPlate createPlate(const AstronomicalTime& time) {
QimenPlate plate;
// 计算节气
plate.seasonalEnergy = calculateSolarTerm(time.month, time.day);
// 计算时辰能量
plate.hourEnergy = calculateHourEnergy(time.hour);
// 布置八卦九宫
arrangeTrigrams(plate);
// 转动八门
rotateGates(plate, time);
// 飞布九星
arrangeStars(plate, time);
return plate;
}
private:
std::string calculateSolarTerm(int month, int day) {
// 简化节气计算
std::map<int, std::string> solarTerms = {
{101, "立春"}, {201, "雨水"}, {301, "惊蛰"}, {401, "春分"},
{501, "清明"}, {601, "谷雨"}, {701, "立夏"}, {801, "小满"},
{901, "芒种"}, {1001, "夏至"}, {1101, "小暑"}, {1201, "大暑"},
// ... 更多节气
};
int key = month * 100 + day;
auto it = solarTerms.lower_bound(key);
if (it != solarTerms.begin()) --it;
return it->second;
}
std::string calculateHourEnergy(int hour) {
// 十二时辰能量
std::map<int, std::string> hourEnergies = {
{23, "子水"}, {1, "丑土"}, {3, "寅木"}, {5, "卯木"},
{7, "辰土"}, {9, "巳火"}, {11, "午火"}, {13, "未土"},
{15, "申金"}, {17, "酉金"}, {19, "戌土"}, {21, "亥水"}
};
// 找到最接近的时辰
int nearestHour = (hour + 1) / 2 * 2 - 1;
if (nearestHour < 1) nearestHour = 23;
return hourEnergies[nearestHour];
}
void arrangeTrigrams(QimenPlate& plate) {
// 洛书九宫八卦布局
// 坎一，坤二，震三，巽四，中五，乾六，兑七，艮八，离九
plate.palaceTrigrams = {{
{"巽", "离", "坤"},
{"震", "中", "兑"},
{"艮", "坎", "乾"}
}};
}
void rotateGates(QimenPlate& plate, const AstronomicalTime& time) {
// 根据时间转动八门
int startIndex = (time.hour + time.month) % 8;
for (int i = 0; i < 3; ++i) {
for (int j = 0; j < 3; ++j) {
plate.palaceGates[i][j] = gates[(startIndex + i * 3 + j) % 8];
}
}
}
void arrangeStars(QimenPlate& plate, const AstronomicalTime& time) {
// 飞星算法
int starIndex = (time.day * time.hour) % 9;
for (int i = 0; i < 3; ++i) {
for (int j = 0; j < 3; ++j) {
plate.palaceStars[i][j] = stars[(starIndex + i * 3 + j) % 9];
}
}
}
};
/**
* 动态影响辨证结果
*/
class TemporalInfluence {
public:
/**
* 计算时间因素对辨证的影响系数
*/
std::map<std::string, double> calculateTimeInfluence(
const AstronomicalTime& time,
const std::vector<std::string>& patterns) {
std::map<std::string, double> influences;
// 季节影响
double seasonalFactor = getSeasonalFactor(time.month);
// 时辰影响
double hourFactor = getHourFactor(time.hour);
// 月相影响（简化）
double lunarFactor = getLunarFactor(time.day);
for (const auto& pattern : patterns) {
// 不同证型受时间影响不同
double baseInfluence = 1.0;
if (pattern.find("寒") != std::string::npos) {
baseInfluence *= (1.0 + seasonalFactor * 0.3);
}
if (pattern.find("热") != std::string::npos) {
baseInfluence *= (1.0 - seasonalFactor * 0.2);
}
if (pattern.find("虚") != std::string::npos) {
baseInfluence *= (1.0 + lunarFactor * 0.1);
}
influences[pattern] = baseInfluence * hourFactor;
}
return influences;
}
private:
double getSeasonalFactor(int month) {
// 春季木旺，夏季火旺，秋季金旺，冬季水旺
std::map<int, double> factors = {
{1, -0.5}, {2, -0.3}, {3, 0.1}, // 冬-春过渡
{4, 0.3}, {5, 0.5}, {6, 0.7}, // 春-夏
{7, 0.5}, {8, 0.3}, {9, 0.1}, // 夏-秋
{10, -0.1}, {11, -0.3}, {12, -0.5} // 秋-冬
};
return factors[month];
}
double getHourFactor(int hour) {
// 子午流注时辰影响
std::map<int, double> factors = {
{23, 1.2}, {1, 1.1}, {3, 0.9}, {5, 0.8},
{7, 1.0}, {9, 1.3}, {11, 1.5}, {13, 1.3},
{15, 1.0}, {17, 0.9}, {19, 1.0}, {21, 1.1}
};
int nearestHour = (hour + 1) / 2 * 2 - 1;
if (nearestHour < 1) nearestHour = 23;
return factors[nearestHour];
}
double getLunarFactor(int day) {
// 月相影响：朔望月周期
double lunarPhase = (day % 30) / 30.0;
return std::sin(lunarPhase * 2 * 3.14159) * 0.3 + 1.0;
}
};
};
} // namespace DimensionLayer
// ============================================================================
// 层层：具体实现的层级
// ============================================================================
namespace LayerLayer {
/**
* 物理层 - 器官组织实体
*/
class PhysicalLayer {
private:
// 器官实体
struct OrganEntity {
std::string name;
double volume; // 体积
double density; // 密度
double temperature; // 温度
double elasticity; // 弹性
std::vector<double> biochemicalComposition; // 生化成分
};
// 传感器数据
struct SensorData {
double pulseAmplitude; // 脉象振幅
double pulseFrequency; // 脉象频率
double tongueColor[3]; // 舌象RGB
double bodyTemperature; // 体温
double bloodPressure[2]; // 血压[收缩压, 舒张压]
};
std::map<std::string, OrganEntity> organs;
SensorData currentSensorData;
public:
/**
* 采集脉象传感器数据
*/
void collectPulseData(double amplitude, double frequency) {
currentSensorData.pulseAmplitude = amplitude;
currentSensorData.pulseFrequency = frequency;
// 信号处理：滤波、去噪、特征提取
processPulseSignal(amplitude, frequency);
}
/**
* 采集舌象数据
*/
void collectTongueImage(double r, double g, double b) {
currentSensorData.tongueColor[0] = r;
currentSensorData.tongueColor[1] = g;
currentSensorData.tongueColor[2] = b;
// 图像分析：颜色分类、纹理分析
analyzeTongueImage(r, g, b);
}
/**
* 纳米给药系统
*/
class NanoDrugDelivery {
private:
struct Nanoparticle {
double size; // 纳米粒径
double charge; // 表面电荷
std::string coating; // 包衣材料
std::string drug; // 携带药物
double releaseRate; // 释放速率
std::string targetOrgan; // 靶向器官
};
std::vector<Nanoparticle> nanoparticles;
public:
/**
* 创建靶向纳米粒子
*/
Nanoparticle createTargetedParticle(const std::string& drug,
const std::string& target,
double dose) {
Nanoparticle particle;
particle.size = 100.0; // 100nm
particle.charge = -10.0; // 负电荷
particle.coating = "PLGA"; // 聚乳酸-羟基乙酸共聚物
particle.drug = drug;
particle.releaseRate = 0.1; // 10%/小时
particle.targetOrgan = target;
nanoparticles.push_back(particle);
return particle;
}
/**
* 控制药物释放
*/
void controlRelease(double time, double temperature = 37.0) {
for (auto& particle : nanoparticles) {
// 温度响应释放
if (temperature > 37.5) {
particle.releaseRate *= 1.5; // 发热时加速释放
}
// 时间控制释放
double released = particle.releaseRate * time;
// 实际释放逻辑...
}
}
};
/**
* 数据标准化处理
*/
std::map<std::string, double> standardizeData() const {
std::map<std::string, double> standardized;
// 脉象标准化
standardized["pulse_amplitude"] =
(currentSensorData.pulseAmplitude - 0.5) / 0.5;
standardized["pulse_frequency"] =
(currentSensorData.pulseFrequency - 70.0) / 10.0;
// 舌象标准化
double tongueGray = (currentSensorData.tongueColor[0] +
currentSensorData.tongueColor[1] +
currentSensorData.tongueColor[2]) / 3.0;
standardized["tongue_color"] = tongueGray / 255.0;
return standardized;
}
private:
void processPulseSignal(double amplitude, double frequency) {
// 数字信号处理算法
// 1. 滤波（去除高频噪声）
// 2. 特征提取（脉位、脉数、脉形、脉势）
// 3. 分类（浮脉、沉脉、迟脉、数脉等）
}
void analyzeTongueImage(double r, double g, double b) {
// 计算机视觉分析
// 1. 颜色空间转换（RGB→HSV）
// 2. 舌质舌苔分割
// 3. 纹理特征提取
// 4. 舌象分类
}
};
/**
* 能量层 - 经络气血功能
*/
class EnergyLayer {
private:
// 经络系统
struct MeridianSystem {
std::string name;
double qiFlow; // 气流速
double bloodFlow; // 血流速
double energyLevel; // 能量水平
std::vector<std::string> connectedOrgans; // 连接脏腑
};
// 六淫邪气
struct SixEvils {
double wind; // 风
double cold; // 寒
double heat; // 暑/热
double dampness; // 湿
double dryness; // 燥
double fire; // 火
};
std::map<std::string, MeridianSystem> meridians;
SixEvils currentEvils;
public:
/**
* 计算十二经络气血流注
*/
void calculateMeridianFlow(int hourOfDay) {
// 子午流注算法
std::map<int, std::string> hourToMeridian = {
{23, "胆经"}, {1, "肝经"}, {3, "肺经"},
{5, "大肠经"}, {7, "胃经"}, {9, "脾经"},
{11, "心经"}, {13, "小肠经"}, {15, "膀胱经"},
{17, "肾经"}, {19, "心包经"}, {21, "三焦经"}
};
// 找到当前时辰的主经
int nearestHour = (hourOfDay + 1) / 2 * 2 - 1;
if (nearestHour < 1) nearestHour = 23;
std::string mainMeridian = hourToMeridian[nearestHour];
// 加强主经能量
if (meridians.find(mainMeridian) != meridians.end()) {
meridians[mainMeridian].qiFlow *= 1.3;
meridians[mainMeridian].energyLevel *= 1.2;
}
// 计算相生相克的影响
calculateElementalInteractions();
}
/**
* 分析六淫邪气的能量强度
*/
SixEvils analyzeEvilEnergy(const std::map<std::string, double>& symptoms) {
SixEvils evils = {0.0, 0.0, 0.0, 0.0, 0.0, 0.0};
// 症状到邪气的映射
for (const auto& [symptom, intensity] : symptoms) {
if (symptom.find("恶风") != std::string::npos) evils.wind += intensity * 0.3;
if (symptom.find("恶寒") != std::string::npos) evils.cold += intensity * 0.4;
if (symptom.find("发热") != std::string::npos) evils.heat += intensity * 0.5;
if (symptom.find("头重") != std::string::npos) evils.dampness += intensity * 0.3;
if (symptom.find("口干") != std::string::npos) evils.dryness += intensity * 0.4;
if (symptom.find("烦躁") != std::string::npos) evils.fire += intensity * 0.6;
}
currentEvils = evils;
return evils;
}
/**
* 能量转换：物理数据→中医能量
*/
std::map<std::string, double> convertToTCMEnergy(
const std::map<std::string, double>& physicalData) {
std::map<std::string, double> tcmEnergy;
// 脉象能量转换
if (physicalData.count("pulse_amplitude")) {
tcmEnergy["气能量"] = physicalData.at("pulse_amplitude") * 10.0;
tcmEnergy["血能量"] = physicalData.at("pulse_frequency") * 0.1;
}
// 舌象能量转换
if (physicalData.count("tongue_color")) {
double tongueValue = physicalData.at("tongue_color");
tcmEnergy["阴能量"] = (1.0 - tongueValue) * 8.0;
tcmEnergy["阳能量"] = tongueValue * 8.0;
}
return tcmEnergy;
}
/**
* 经络能量诊断
*/
std::vector<std::string> diagnoseMeridianImbalance() {
std::vector<std::string> imbalances;
for (const auto& [name, meridian] : meridians) {
if (meridian.qiFlow < 0.5) {
imbalances.push_back(name + "气虚");
}
if (meridian.bloodFlow < 0.5) {
imbalances.push_back(name + "血虚");
}
if (meridian.energyLevel > 1.5) {
imbalances.push_back(name + "亢盛");
}
}
return imbalances;
}
private:
void calculateElementalInteractions() {
// 五行生克对经络能量的影响
// 木生火：肝胆经能量增强心小肠经
// 火生土：心小肠经能量增强脾胃经
// 土生金：脾胃经能量增强肺大肠经
// 金生水：肺大肠经能量增强肾膀胱经
// 水生木：肾膀胱经能量增强肝胆经
}
};
/**
* 量子层 - 量子态描述
*/
class QuantumLayer {
private:
// 量子态描述符
struct QuantumState {
std::string stateName;
double amplitude; // 振幅
double phase; // 相位
std::vector<int> entangledStates; // 纠缠态索引
// 狄拉克符号表示
std::string diracNotation() const {
return "|" + stateName + "⟩";
}
};
// 病机量子态
struct PathologyQuantum {
QuantumState yinState; // 阴态
QuantumState yangState; // 阳态
QuantumState qiState; // 气态
QuantumState bloodState; // 血态
// 纠缠系数矩阵
std::array<std::array<double, 4>, 4> entanglementMatrix;
};
std::vector<QuantumState> quantumStates;
public:
/**
* 用量子态描述生理病理
*/
PathologyQuantum describePathology(
const std::map<std::string, double>& symptoms,
const std::map<std::string, double>& energyLevels) {
PathologyQuantum pathology;
// 创建阴阳量子叠加态
double yinAmp = std::sqrt(energyLevels.at("阴能量") /
(energyLevels.at("阴能量") + energyLevels.at("阳能量") + 1e-10));
double yangAmp = std::sqrt(energyLevels.at("阳能量") /
(energyLevels.at("阴能量") + energyLevels.at("阳能量") + 1e-10));
pathology.yinState = {"阴", yinAmp, 0.0, {}};
pathology.yangState = {"阳", yangAmp, 3.14159, {}}; // π相位差
// 创建气血量子态
pathology.qiState = {"气", std::sqrt(energyLevels.at("气能量") / 10.0), 0.0, {}};
pathology.bloodState = {"血", std::sqrt(energyLevels.at("血能量") / 10.0), 0.0, {}};
// 计算纠缠系数
calculateEntanglementMatrix(pathology, symptoms);
return pathology;
}
/**
* 量子纠缠系数表示药物与经络的靶向关系
*/
class QuantumEntanglementDrug {
private:
struct DrugTargetEntanglement {
std::string drugName;
std::string targetMeridian;
double entanglementCoefficient; // 纠缠系数 (0-1)
double specificity; // 特异性
double efficacy; // 效能
};
std::vector<DrugTargetEntanglement> entanglements;
public:
/**
* 计算药物与经络的量子纠缠
*/
double calculateDrugMeridianEntanglement(
const std::string& drug,
const std::string& meridian,
const std::map<std::string, double>& drugProperties,
const std::map<std::string, double>& meridianProperties) {
// 量子相似度计算
double similarity = 0.0;
// 四气五味相似度
if (drugProperties.count("四气") && meridianProperties.count("五行")) {
similarity += calculateElementSimilarity(
drugProperties.at("四气"), meridianProperties.at("五行"));
}
// 归经相似度
if (drugProperties.count("归经")) {
std::string drugMeridians = drugProperties.at("归经");
if (drugMeridians.find(meridian) != std::string::npos) {
similarity += 0.5;
}
}
// 功效相似度
if (drugProperties.count("功效") && meridianProperties.count("功能")) {
similarity += calculateFunctionSimilarity(
drugProperties.at("功效"), meridianProperties.at("功能"));
}
return similarity;
}
/**
* 量子药物优化算法
*/
std::vector<std::string> optimizeDrugCombination(
const std::vector<std::string>& candidateDrugs,
const std::vector<std::string>& targetMeridians,
const PathologyQuantum& pathology) {
// 量子退火算法寻找最优药物组合
std::vector<std::string> optimalCombination;
// 模拟量子退火过程
double temperature = 1.0;
double coolingRate = 0.99;
while (temperature > 0.01) {
// 随机扰动
// 计算能量（负的疗效）
// Metropolis准则接受新解
temperature *= coolingRate;
}
return optimalCombination;
}
private:
double calculateElementSimilarity(double drugElement, double meridianElement) {
// 五行生克关系计算相似度
// 相生：+0.3，相克：-0.2，相同：+0.5
return 0.0; // 简化实现
}
double calculateFunctionSimilarity(const std::string& drugFunc,
const std::string& meridianFunc) {
// 文本相似度计算
return 0.0; // 简化实现
}
};
/**
* 超经典计算的治疗方案优化
*/
class QuantumOptimization {
public:
/**
* 量子变分算法优化治疗方案
*/
template<typename T>
T variationalQuantumEigensolver(
const T& initialSolution,
std::function<double(const T&)> costFunction,
int maxIterations = 1000) {
T bestSolution = initialSolution;
double bestCost = costFunction(initialSolution);
// 量子梯度下降
for (int i = 0; i < maxIterations; ++i) {
// 生成量子叠加的候选解
std::vector<T> candidateSolutions =
generateQuantumSuperposition(bestSolution, i);
// 并行计算所有候选解的成本
std::vector<double> costs;
for (const auto& solution : candidateSolutions) {
costs.push_back(costFunction(solution));
}
// 量子测量：选择最优解
int bestIndex = std::distance(
costs.begin(), std::min_element(costs.begin(), costs.end()));
if (costs[bestIndex] < bestCost) {
bestSolution = candidateSolutions[bestIndex];
bestCost = costs[bestIndex];
}
// 应用量子隧穿（避免局部最优）
if (i % 100 == 0) {
bestSolution = applyQuantumTunneling(bestSolution);
}
}
return bestSolution;
}
private:
template<typename T>
std::vector<T> generateQuantumSuperposition(const T& base, int iteration) {
std::vector<T> superposition;
superposition.push_back(base); // |0⟩态
// 生成其他基态 |1⟩, |2⟩, ...
// 基于当前迭代和黄金比例
double angle = iteration * MetaLayer::TheOneUnification::GOLDEN_RATIO;
// 创建旋转后的解
for (int i = 1; i <= 4; ++i) {
T rotated = rotateSolution(base, angle * i);
superposition.push_back(rotated);
}
return superposition;
}
template<typename T>
T rotateSolution(const T& solution, double angle) {
// 解空间的旋转（需根据具体类型特化）
return solution;
}
template<typename T>
T applyQuantumTunneling(const T& solution) {
// 量子隧穿：以一定概率跳转到新解
double probability = 0.1; // 隧穿概率
if ((double)rand() / RAND_MAX < probability) {
// 随机扰动解
return randomPerturbation(solution);
}
return solution;
}
template<typename T>
T randomPerturbation(const T& solution) {
// 随机扰动（需根据具体类型特化）
return solution;
}
};
private:
void calculateEntanglementMatrix(PathologyQuantum& pathology,
const std::map<std::string, double>& symptoms) {
// 初始化纠缠矩阵
pathology.entanglementMatrix = {{
{1.0, 0.2, 0.3, 0.1}, // 阴与其他态的纠缠
{0.2, 1.0, 0.1, 0.3}, // 阳
{0.3, 0.1, 1.0, 0.2}, // 气
{0.1, 0.3, 0.2, 1.0} // 血
}};
// 根据症状调整纠缠强度
for (const auto& [symptom, intensity] : symptoms) {
if (symptom.find("寒") != std::string::npos) {
// 寒症增强阴阳纠缠
pathology.entanglementMatrix[0][1] += intensity * 0.1;
pathology.entanglementMatrix[1][0] += intensity * 0.1;
}
if (symptom.find("热") != std::string::npos) {
// 热症增强气血纠缠
pathology.entanglementMatrix[2][3] += intensity * 0.1;
pathology.entanglementMatrix[3][2] += intensity * 0.1;
}
}
}
};
} // namespace LayerLayer
// ============================================================================
// 4E循环：核心推演流程
// ============================================================================
namespace FourECycle {
/**
* 环境阶段：数据输入与处理
*/
class EnvironmentPhase {
private:
struct MultiSourceData {
// 内部环境数据
std::map<std::string, double> pulseData; // 脉象
std::map<std::string, double> tongueData; // 舌象
std::vector<std::string> symptoms; // 症状
std::map<std::string, double> labResults; // 理化指标
// 外部环境数据
DimensionLayer::SpaceTimeDimension::AstronomicalTime timestamp;
std::string location;
std::string climate;
std::map<std::string, double> emotionalState; // 情绪状态
};
public:
/**
* 接收多源数据输入
*/
MultiSourceData collectData(
const std::map<std::string, double>& pulse,
const std::vector<std::string>& symptoms,
const DimensionLayer::SpaceTimeDimension::AstronomicalTime& time) {
MultiSourceData data;
data.pulseData = pulse;
data.symptoms = symptoms;
data.timestamp = time;
data.location = "默认位置";
data.climate = "常温";
// 情绪状态分析（从症状推断）
analyzeEmotionalState(data, symptoms);
return data;
}
/**
* 生成系统健康状态快照
*/
class HealthStateSnapshot {
public:
// 洛书九宫矩阵状态
std::array<std::array<double, 3>, 3> luoshuMatrix;
// 多维特征向量
struct MultiDimensionFeatures {
std::vector<double> energyFeatures; // 能量维特征
std::vector<double> infoFeatures; // 信息维特征
std::vector<double> spacetimeFeatures; // 时空维特征
} features;
// 时间戳
time_t captureTime;
HealthStateSnapshot() {
// 初始化洛书矩阵
luoshuMatrix = {{
{4.0, 9.0, 2.0},
{3.0, 5.0, 7.0},
{8.0, 1.0, 6.0}
}};
captureTime = std::time(nullptr);
}
/**
* 更新矩阵状态
*/
void updateFromData(const MultiSourceData& data) {
// 将数据映射到洛书九宫
mapPulseToMatrix(data.pulseData);
mapSymptomsToMatrix(data.symptoms);
applyTimeInfluence(data.timestamp);
}
private:
void mapPulseToMatrix(const std::map<std::string, double>& pulse) {
// 脉象数据映射到相应宫位
// 寸关尺对应不同宫位
if (pulse.count("寸脉")) {
luoshuMatrix[0][1] += pulse.at("寸脉") * 0.1; // 离宫（心）
}
if (pulse.count("关脉")) {
luoshuMatrix[1][1] += pulse.at("关脉") * 0.1; // 中宫（脾）
}
if (pulse.count("尺脉")) {
luoshuMatrix[2][1] += pulse.at("尺脉") * 0.1; // 坎宫（肾）
}
}
void mapSymptomsToMatrix(const std::vector<std::string>& symptoms) {
// 症状映射到相应脏腑宫位
for (const auto& symptom : symptoms) {
if (symptom.find("心") != std::string::npos) {
luoshuMatrix[0][1] += 0.2; // 离宫
}
if (symptom.find("肝") != std::string::npos) {
luoshuMatrix[0][0] += 0.2; // 巽宫
}
if (symptom.find("脾") != std::string::npos) {
luoshuMatrix[1][1] += 0.2; // 中宫
}
if (symptom.find("肺") != std::string::npos) {
luoshuMatrix[1][2] += 0.2; // 兑宫
}
if (symptom.find("肾") != std::string::npos) {
luoshuMatrix[2][1] += 0.2; // 坎宫
}
}
}
void applyTimeInfluence(
const DimensionLayer::SpaceTimeDimension::AstronomicalTime& time) {
// 时间因素影响
DimensionLayer::SpaceTimeDimension::TemporalInfluence ti;
std::vector<std::string> dummyPatterns = {"心火亢盛", "肝气郁结"};
auto influences = ti.calculateTimeInfluence(time, dummyPatterns);
// 将时间影响应用到矩阵
for (auto& row : luoshuMatrix) {
for (auto& value : row) {
value *= 1.0 + (influences.begin()->second - 1.0) * 0.1;
}
}
}
};
private:
void analyzeEmotionalState(MultiSourceData& data,
const std::vector<std::string>& symptoms) {
// 从症状推断情绪状态
data.emotionalState["怒"] = 0.0;
data.emotionalState["喜"] = 0.0;
data.emotionalState["忧"] = 0.0;
data.emotionalState["思"] = 0.0;
data.emotionalState["悲"] = 0.0;
data.emotionalState["恐"] = 0.0;
data.emotionalState["惊"] = 0.0;
for (const auto& symptom : symptoms) {
if (symptom.find("烦躁") != std::string::npos) {
data.emotionalState["怒"] += 0.3;
}
if (symptom.find("抑郁") != std::string::npos) {
data.emotionalState["忧"] += 0.4;
}
if (symptom.find("恐惧") != std::string::npos) {
data.emotionalState["恐"] += 0.5;
}
if (symptom.find("惊吓") != std::string::npos) {
data.emotionalState["惊"] += 0.6;
}
}
}
};
/**
* 经验阶段：知识库匹配
*/
class ExperiencePhase {
private:
// 镜心悟道知识图谱
class MirrorMindKnowledgeGraph {
private:
struct MedicalCase {
std::string id;
std::vector<std::string> symptoms;
std::string diagnosis;
std::string treatment;
double effectiveness;
time_t timestamp;
};
std::vector<MedicalCase> historicalCases;
// 经典规则库
struct ClassicalRule {
std::string source; // 《黄帝内经》《伤寒论》等
std::string rule;
std::function<bool(const std::vector<std::string>&)> condition;
std::string conclusion;
};
std::vector<ClassicalRule> classicalRules;
public:
MirrorMindKnowledgeGraph() {
loadClassicalRules();
}
/**
* 向量相似度计算
*/
double calculateVectorSimilarity(
const std::vector<double>& vec1,
const std::vector<double>& vec2) {
if (vec1.size() != vec2.size()) return 0.0;
double dotProduct = 0.0;
double norm1 = 0.0;
double norm2 = 0.0;
for (size_t i = 0; i < vec1.size(); ++i) {
dotProduct += vec1[i] * vec2[i];
norm1 += vec1[i] * vec1[i];
norm2 += vec2[i] * vec2[i];
}
return dotProduct / (std::sqrt(norm1) * std::sqrt(norm2) + 1e-10);
}
/**
* 寻找相似病理模式
*/
std::vector<MedicalCase> findSimilarPatterns(
const std::vector<std::string>& currentSymptoms,
double similarityThreshold = 0.7) {
std::vector<MedicalCase> similarCases;
// 将症状转换为特征向量
std::vector<double> currentVector = symptomsToVector(currentSymptoms);
for (const auto& historicalCase : historicalCases) {
std::vector<double> historicalVector =
symptomsToVector(historicalCase.symptoms);
double similarity = calculateVectorSimilarity(
currentVector, historicalVector);
if (similarity >= similarityThreshold) {
similarCases.push_back(historicalCase);
}
}
// 按相似度排序
std::sort(similarCases.begin(), similarCases.end(),
[&](const MedicalCase& a, const MedicalCase& b) {
std::vector<double> vecA = symptomsToVector(a.symptoms);
std::vector<double> vecB = symptomsToVector(b.symptoms);
return calculateVectorSimilarity(currentVector, vecA) >
calculateVectorSimilarity(currentVector, vecB);
});
return similarCases;
}
/**
* 应用经典规则推理
*/
std::vector<std::string> applyClassicalRules(
const std::vector<std::string>& symptoms) {
std::vector<std::string> conclusions;
for (const auto& rule : classicalRules) {
if (rule.condition(symptoms)) {
conclusions.push_back(rule.conclusion);
}
}
return conclusions;
}
private:
std::vector<double> symptomsToVector(const std::vector<std::string>& symptoms) {
// 简化的症状向量化（实际应有完整的症状编码系统）
std::vector<double> vector(100, 0.0); // 假设有100维特征
for (const auto& symptom : symptoms) {
// 简单哈希映射到特征维度
size_t hash = std::hash<std::string>{}(symptom);
size_t index = hash % vector.size();
vector[index] = 1.0;
}
return vector;
}
void loadClassicalRules() {
// 加载《黄帝内经》规则
classicalRules.push_back({
"《黄帝内经》",
"阳盛则热，阴盛则寒",
[](const std::vector<std::string>& symptoms) {
int heatCount = 0, coldCount = 0;
for (const auto& s : symptoms) {
if (s.find("热") != std::string::npos) heatCount++;
if (s.find("寒") != std::string::npos) coldCount++;
}
return heatCount > 3 || coldCount > 3;
},
"需辨寒热虚实"
});
// 加载《伤寒论》规则
classicalRules.push_back({
"《伤寒论》",
"太阳之为病，脉浮，头项强痛而恶寒",
[](const std::vector<std::string>& symptoms) {
bool hasFloatingPulse = false;
bool hasHeadache = false;
bool hasChills = false;
for (const auto& s : symptoms) {
if (s.find("脉浮") != std::string::npos) hasFloatingPulse = true;
if (s.find("头痛") != std::string::npos) hasHeadache = true;
if (s.find("恶寒") != std::string::npos) hasChills = true;
}
return hasFloatingPulse && hasHeadache && hasChills;
},
"太阳病，宜发汗解表"
});
}
};
MirrorMindKnowledgeGraph knowledgeGraph;
public:
/**
* 知识库检索匹配
*/
struct KnowledgeMatchResult {
std::vector<EnvironmentPhase::HealthStateSnapshot> similarSnapshots;
std::vector<std::string> classicalConclusions;
std::vector<std::string> recommendedTreatments;
double overallConfidence;
};
KnowledgeMatchResult retrieveKnowledge(
const EnvironmentPhase::HealthStateSnapshot& snapshot,
const std::vector<std::string>& symptoms) {
KnowledgeMatchResult result;
// 1. 寻找相似历史案例
auto similarCases = knowledgeGraph.findSimilarPatterns(symptoms);
for (const auto& medicalCase : similarCases) {
// 将历史案例转换为快照（简化）
EnvironmentPhase::HealthStateSnapshot historicalSnapshot;
result.similarSnapshots.push_back(historicalSnapshot);
result.recommendedTreatments.push_back(medicalCase.treatment);
}
// 2. 应用经典规则
result.classicalConclusions = knowledgeGraph.applyClassicalRules(symptoms);
// 3. 计算整体置信度
result.overallConfidence = calculateOverallConfidence(
similarCases.size(), result.classicalConclusions.size());
return result;
}
private:
double calculateOverallConfidence(int numSimilarCases, int numRulesMatched) {
double caseConfidence = std::min(numSimilarCases / 10.0, 1.0);
double ruleConfidence = std::min(numRulesMatched / 5.0, 1.0);
return (caseConfidence * 0.6 + ruleConfidence * 0.4);
}
};
/**
* 演化阶段：方案生成与量子模拟
*/
class EvolutionPhase {
private:
// 虚拟人体模型：量子-经典混合系统
class VirtualHumanModel {
private:
struct OrganModel {
std::string name;
double energyLevel; // 能量水平
double temperature; // 温度
std::vector<double> qiFlow; // 气流分布
std::vector<double> bloodFlow; // 血流分布
// 量子态描述
LayerLayer::QuantumLayer::QuantumState quantumState;
};
struct MeridianModel {
std::string name;
std::vector<std::string> connectedOrgans;
double conductivity; // 传导性
double resistance; // 阻力
double qiVelocity; // 气流速
};
std::map<std::string, OrganModel> organs;
std::map<std::string, MeridianModel> meridians;
// 药物动力学参数
struct Pharmacokinetics {
double absorptionRate; // 吸收速率
double distributionVolume; // 分布容积
double metabolismRate; // 代谢速率
double excretionRate; // 排泄速率
};
public:
VirtualHumanModel() {
initializeDefaultModel();
}
/**
* 模拟药物-人体相互作用
*/
void simulateDrugInteraction(
const std::string& drugName,
double dose,
const std::map<std::string, double>& drugProperties) {
// 1. 药物吸收
double absorbed = dose * 0.8; // 假设80%吸收率
// 2. 药物分布（基于归经）
distributeDrug(drugName, absorbed, drugProperties);
// 3. 药物作用
applyDrugEffects(drugName, absorbed, drugProperties);
// 4. 药物代谢排泄
metabolizeAndExcrete(drugName);
}
/**
* 无限循环迭代优化
*/
template<typename T>
T infiniteLoopOptimization(
const T& initialSolution,
std::function<double(const T&)> evaluationFunction,
int maxIterations = 1000) {
T bestSolution = initialSolution;
double bestScore = evaluationFunction(initialSolution);
for (int iteration = 0; iteration < maxIterations; ++iteration) {
// 生成变异解
T mutatedSolution = mutateSolution(bestSolution, iteration);
// 量子隧穿：偶尔大幅跳跃
if (iteration % 100 == 0) {
mutatedSolution = quantumTunnel(mutatedSolution);
}
// 评估新解
double newScore = evaluationFunction(mutatedSolution);
// 模拟退火接受准则
double temperature = 1.0 - (double)iteration / maxIterations;
if (acceptSolution(newScore, bestScore, temperature)) {
bestSolution = mutatedSolution;
bestScore = newScore;
}
// 黄金比例微调
if (iteration % 10 == 0) {
bestSolution = goldenRatioAdjustment(bestSolution);
}
}
return bestSolution;
}
private:
void initializeDefaultModel() {
// 初始化五脏模型
organs["心"] = {"心", 1.0, 37.0, {0.5, 0.5, 0.5}, {0.5, 0.5, 0.5}, {"心", 0.7, 0.0, {}}};
organs["肝"] = {"肝", 1.0, 36.8, {0.6, 0.4, 0.5}, {0.6, 0.4, 0.5}, {"肝", 0.6, 0.0, {}}};
organs["脾"] = {"脾", 1.0, 36.9, {0.5, 0.5, 0.5}, {0.5, 0.5, 0.5}, {"脾", 0.5, 0.0, {}}};
organs["肺"] = {"肺", 1.0, 36.7, {0.7, 0.3, 0.5}, {0.7, 0.3, 0.5}, {"肺", 0.8, 0.0, {}}};
organs["肾"] = {"肾", 1.0, 36.8, {0.4, 0.6, 0.5}, {0.4, 0.6, 0.5}, {"肾", 0.4, 0.0, {}}};
// 初始化经络模型
meridians["手少阴心经"] = {"手少阴心经", {"心", "小肠"}, 0.9, 0.1, 1.0};
meridians["足厥阴肝经"] = {"足厥阴肝经", {"肝", "胆"}, 0.8, 0.2, 0.9};
// ... 其他经络
}
void distributeDrug(const std::string& drugName, double amount,
const std::map<std::string, double>& properties) {
// 基于归经属性分布药物
if (properties.count("归经")) {
std::string targetMeridians = properties.at("归经");
// 简单分配逻辑
for (auto& [organName, organ] : organs) {
if (targetMeridians.find(organName) != std::string::npos) {
organ.energyLevel += amount * 0.1; // 药物增加器官能量
}
}
}
}
void applyDrugEffects(const std::string& drugName, double amount,
const std::map<std::string, double>& properties) {
// 根据药性（四气五味）调整器官状态
if (properties.count("四气")) {
double drugTemperature = properties.at("四气"); // 寒热温凉
for (auto& [organName, organ] : organs) {
// 寒药降温，热药升温
organ.temperature += (drugTemperature - 0.5) * amount * 0.05;
}
}
if (properties.count("五味")) {
double drugFlavor = properties.at("五味"); // 酸苦甘辛咸
// 五味入五脏：酸入肝，苦入心，甘入脾，辛入肺，咸入肾
std::map<double, std::string> flavorToOrgan = {
{0.0, "肝"}, {0.2, "心"}, {0.4, "脾"},
{0.6, "肺"}, {0.8, "肾"}
};
// 找到最接近的味道对应的器官
std::string targetOrgan = "脾"; // 默认
double minDiff = 1.0;
for (const auto& [flavor, organ] : flavorToOrgan) {
double diff = std::abs(drugFlavor - flavor);
if (diff < minDiff) {
minDiff = diff;
targetOrgan = organ;
}
}
// 增强靶向器官能量
if (organs.count(targetOrgan)) {
organs[targetOrgan].energyLevel += amount * 0.2;
}
}
}
void metabolizeAndExcrete(const std::string& drugName) {
// 简化的代谢排泄模型
for (auto& [organName, organ] : organs) {
organ.energyLevel *= 0.95; // 每轮代谢5%
organ.temperature = 36.8 + (organ.temperature - 36.8) * 0.9; // 回归正常
}
}
template<typename T>
T mutateSolution(const T& solution, int iteration) {
// 变异操作（需根据具体类型特化）
return solution;
}
template<typename T>
T quantumTunnel(const T& solution) {
// 量子隧穿：大幅跳跃到新解空间
double tunnelProb = 0.05; // 5%隧穿概率
if ((double)rand() / RAND_MAX < tunnelProb) {
return randomSolution();
}
return solution;
}
template<typename T>
T randomSolution() {
// 随机生成解（需根据具体类型特化）
return T();
}
bool acceptSolution(double newScore, double oldScore, double temperature) {
if (newScore > oldScore) return true;
// Metropolis准则
double delta = newScore - oldScore;
double probability = std::exp(delta / (temperature + 1e-10));
return (double)rand() / RAND_MAX < probability;
}
template<typename T>
T goldenRatioAdjustment(const T& solution) {
// 黄金比例微调
// Xₙ₊₁ = Xₙ ± (φ · Δ)
double phi = MetaLayer::TheOneUnification::GOLDEN_RATIO;
// 具体调整逻辑需根据解类型实现
return solution;
}
};
VirtualHumanModel virtualHuman;
public:
/**
* 生成个性化解决方案
*/
struct TreatmentSolution {
std::vector<std::string> formulas; // 方剂
std::map<std::string, double> herbDoses; // 药物剂量
std::vector<std::string> acupoints; // 穴位
std::string treatmentPrinciple; // 治则
double simulatedEfficacy; // 模拟疗效
};
TreatmentSolution evolveSolution(
const ExperiencePhase::KnowledgeMatchResult& knowledge,
const EnvironmentPhase::HealthStateSnapshot& snapshot) {
TreatmentSolution solution;
// 1. 基于知识生成初始方案
solution = generateInitialSolution(knowledge);
// 2. 量子模拟优化
solution = optimizeWithQuantumSimulation(solution, snapshot);
// 3. 无限循环迭代微调
solution = infiniteLoopRefinement(solution);
return solution;
}
private:
TreatmentSolution generateInitialSolution(
const ExperiencePhase::KnowledgeMatchResult& knowledge) {
TreatmentSolution solution;
if (!knowledge.recommendedTreatments.empty()) {
// 使用最相似的历史治疗方案
solution.formulas.push_back(knowledge.recommendedTreatments[0]);
solution.treatmentPrinciple = "基于相似案例";
} else if (!knowledge.classicalConclusions.empty()) {
// 使用经典规则结论
solution.treatmentPrinciple = knowledge.classicalConclusions[0];
} else {
// 默认方案
solution.treatmentPrinciple = "调和阴阳，平衡气血";
solution.formulas = {"小柴胡汤", "四君子汤"};
}
// 初始化药物剂量
solution.herbDoses = {
{"人参", 10.0}, {"白术", 15.0}, {"茯苓", 12.0},
{"甘草", 6.0}, {"柴胡", 9.0}, {"黄芩", 9.0}
};
// 初始化穴位
solution.acupoints = {"足三里", "三阴交", "合谷", "太冲"};
return solution;
}
TreatmentSolution optimizeWithQuantumSimulation(
const TreatmentSolution& initial,
const EnvironmentPhase::HealthStateSnapshot& snapshot) {
TreatmentSolution optimized = initial;
// 量子模拟评估
for (int i = 0; i < 10; ++i) { // 模拟10次迭代
// 在虚拟人体中测试方案
for (const auto& [herb, dose] : optimized.herbDoses) {
std::map<std::string, double> properties = {
{"四气", 0.5}, {"五味", 0.5}, {"归经", "心肝脾肺肾"}
};
virtualHuman.simulateDrugInteraction(herb, dose, properties);
}
// 评估模拟效果
double efficacy = evaluateSimulationEfficacy(snapshot);
optimized.simulatedEfficacy = efficacy;
// 基于效果调整方案
if (efficacy < 0.7) { // 效果不足
adjustSolutionForBetterEfficacy(optimized);
}
}
return optimized;
}
TreatmentSolution infiniteLoopRefinement(const TreatmentSolution& solution) {
// 使用无限循环优化器
auto optimized = virtualHuman.infiniteLoopOptimization<TreatmentSolution>(
solution,
[this](const TreatmentSolution& s) {
return evaluateSolutionQuality(s);
},
1000 // 1000次迭代
);
return optimized;
}
double evaluateSimulationEfficacy(const EnvironmentPhase::HealthStateSnapshot& snapshot) {
// 评估模拟疗效
// 简化：计算矩阵平衡度
double balance = 0.0;
for (const auto& row : snapshot.luoshuMatrix) {
for (double value : row) {
balance += std::abs(value - 5.0); // 偏离中数5的程度
}
}
// 平衡度越好，疗效越高
return 1.0 / (1.0 + balance / 9.0);
}
double evaluateSolutionQuality(const TreatmentSolution& solution) {
// 综合评估方案质量
double quality = 0.0;
// 1. 模拟疗效
quality += solution.simulatedEfficacy * 0.4;
// 2. 药物安全性（剂量合理性）
double safetyScore = 0.0;
for (const auto& [herb, dose] : solution.herbDoses) {
if (dose >= 5.0 && dose <= 30.0) safetyScore += 0.1;
}
quality += safetyScore * 0.3;
// 3. 方案简洁性
double simplicity = 1.0 / (1.0 + solution.herbDoses.size() / 10.0);
quality += simplicity * 0.2;
// 4. 经典符合度
quality += 0.1; // 简化
return quality;
}
void adjustSolutionForBetterEfficacy(TreatmentSolution& solution) {
// 调整方案以提升疗效
// 1. 增加主要药物剂量（黄金比例调整）
for (auto& [herb, dose] : solution.herbDoses) {
if (dose < 20.0) {
dose *= MetaLayer::TheOneUnification::GOLDEN_RATIO;
}
}
// 2. 添加协同药物
if (solution.herbDoses.count("人参") && !solution.herbDoses.count("黄芪")) {
solution.herbDoses["黄芪"] = 15.0;
}
// 3. 调整穴位
if (std::find(solution.acupoints.begin(), solution.acupoints.end(), "百会")
== solution.acupoints.end()) {
solution.acupoints.push_back("百会");
}
}
};
/**
* 评估阶段：疗效预测与伦理审核
*/
class EvaluationPhase {
private:
// 疗效预测模型
class EfficacyPrediction {
public:
struct PredictionResult {
double symptomReliefRate; // 症状消除率
double yinYangBalanceScore; // 阴阳平衡度
double qiBloodHarmonyScore; // 气血和谐度
double overallEfficacy; // 总体疗效
std::map<std::string, double> organImprovements; // 各脏腑改善度
};
/**
* 预测治疗效果
*/
PredictionResult predictEfficacy(
const EvolutionPhase::TreatmentSolution& solution,
const EnvironmentPhase::HealthStateSnapshot& baseline) {
PredictionResult result;
// 1. 症状消除率预测
result.symptomReliefRate = predictSymptomRelief(solution, baseline);
// 2. 阴阳平衡度预测
result.yinYangBalanceScore = predictYinYangBalance(solution, baseline);
// 3. 气血和谐度预测
result.qiBloodHarmonyScore = predictQiBloodHarmony(solution, baseline);
// 4. 总体疗效综合
result.overallEfficacy = (result.symptomReliefRate * 0.4 +
result.yinYangBalanceScore * 0.3 +
result.qiBloodHarmonyScore * 0.3);
// 5. 各脏腑改善预测
result.organImprovements = predictOrganImprovements(solution, baseline);
return result;
}
private:
double predictSymptomRelief(
const EvolutionPhase::TreatmentSolution& solution,
const EnvironmentPhase::HealthStateSnapshot& baseline) {
// 基于药物组合和剂量预测
double baseRate = 0.5;
// 药物数量影响
baseRate += solution.herbDoses.size() * 0.02;
// 穴位数量影响
baseRate += solution.acupoints.size() * 0.03;
// 方剂经典度加成
for (const auto& formula : solution.formulas) {
if (formula.find("汤") != std::string::npos) baseRate += 0.1;
}
return std::min(baseRate, 1.0);
}
double predictYinYangBalance(
const EvolutionPhase::TreatmentSolution& solution,
const EnvironmentPhase::HealthStateSnapshot& baseline) {
// 计算当前阴阳失衡度
double yinTotal = 0.0, yangTotal = 0.0;
// 洛书矩阵中，偶数宫为阴，奇数宫为阳（简化）
for (int i = 0; i < 3; ++i) {
for (int j = 0; j < 3; ++j) {
int palaceNumber = i * 3 + j + 1;
if (palaceNumber % 2 == 0) {
yinTotal += baseline.luoshuMatrix[i][j];
} else {
yangTotal += baseline.luoshuMatrix[i][j];
}
}
}
double currentImbalance = std::abs(yangTotal - yinTotal) / (yinTotal + yangTotal + 1e-10);
// 预测治疗后改善
double improvement = solution.simulatedEfficacy * 0.8;
return 1.0 - currentImbalance * (1.0 - improvement);
}
double predictQiBloodHarmony(
const EvolutionPhase::TreatmentSolution& solution,
const EnvironmentPhase::HealthStateSnapshot& baseline) {
// 简化预测
return 0.7 + solution.simulatedEfficacy * 0.3;
}
std::map<std::string, double> predictOrganImprovements(
const EvolutionPhase::TreatmentSolution& solution,
const EnvironmentPhase::HealthStateSnapshot& baseline) {
std::map<std::string, double> improvements;
// 主要脏腑改善预测
std::vector<std::string> mainOrgans = {"心", "肝", "脾", "肺", "肾"};
for (const auto& organ : mainOrgans) {
double improvement = 0.5;
// 药物归经影响
for (const auto& [herb, dose] : solution.herbDoses) {
// 简化的归经判断
if ((organ == "心" && herb == "人参") ||
(organ == "肝" && herb == "柴胡") ||
(organ == "脾" && herb == "白术") ||
(organ == "肺" && herb == "黄芪") ||
(organ == "肾" && herb == "熟地")) {
improvement += dose * 0.01;
}
}
improvements[organ] = std::min(improvement, 1.0);
}
return improvements;
}
};
// 安全性评估
class SafetyAssessment {
public:
struct SafetyResult {
double sideEffectRisk; // 副作用风险
double drugInteractionRisk; // 药物相互作用风险
double overdoseRisk; // 过量风险
double overallSafety; // 总体安全性
std::vector<std::string> warnings; // 警告信息
};
SafetyResult assessSafety(const EvolutionPhase::TreatmentSolution& solution) {
SafetyResult result;
// 1. 副作用风险评估
result.sideEffectRisk = assessSideEffects(solution);
// 2. 相互作用风险评估
result.drugInteractionRisk = assessDrugInteractions(solution);
// 3. 过量风险评估
result.overdoseRisk = assessOverdoseRisk(solution);
// 4. 总体安全性
result.overallSafety = 1.0 - (result.sideEffectRisk * 0.4 +
result.drugInteractionRisk * 0.3 +
result.overdoseRisk * 0.3);
// 5. 生成警告
result.warnings = generateWarnings(solution, result);
return result;
}
private:
double assessSideEffects(const EvolutionPhase::TreatmentSolution& solution) {
double risk = 0.0;
// 寒热药性冲突风险
int coldHerbs = 0, hotHerbs = 0;
for (const auto& [herb, dose] : solution.herbDoses) {
// 简化的寒热判断
if (herb == "黄连" || herb == "黄芩") coldHerbs++;
if (herb == "附子" || herb == "肉桂") hotHerbs++;
}
if (coldHerbs > 0 && hotHerbs > 0) risk += 0.3;
// 攻补兼施风险
int tonifyingHerbs = 0, purgingHerbs = 0;
for (const auto& [herb, dose] : solution.herbDoses) {
if (herb == "大黄" || herb == "芒硝") purgingHerbs++;
if (herb == "人参" || herb == "黄芪") tonifyingHerbs++;
}
if (purgingHerbs > 0 && tonifyingHerbs > 0) {
risk += 0.2 * std::abs(purgingHerbs - tonifyingHerbs);
}
return std::min(risk, 1.0);
}
double assessDrugInteractions(const EvolutionPhase::TreatmentSolution& solution) {
// "十八反" "十九畏" 检查
double risk = 0.0;
// 检查相反药物组合
std::vector<std::pair<std::string, std::string>> incompatiblePairs = {
{"甘草", "海藻"}, {"乌头", "半夏"}, {"藜芦", "人参"}
};
for (const auto& [herb1, herb2] : incompatiblePairs) {
if (solution.herbDoses.count(herb1) && solution.herbDoses.count(herb2)) {
risk += 0.5;
}
}
return std::min(risk, 1.0);
}
double assessOverdoseRisk(const EvolutionPhase::TreatmentSolution& solution) {
double risk = 0.0;
for (const auto& [herb, dose] : solution.herbDoses) {
// 检查单味药剂量是否超限
if (dose > getMaximumDose(herb)) {
risk += 0.3;
}
// 检查总剂量
double totalDose = 0.0;
for (const auto& [h, d] : solution.herbDoses) {
totalDose += d;
}
if (totalDose > 120.0) { // 假设总剂量上限120g
risk += 0.2;
}
}
return std::min(risk, 1.0);
}
double getMaximumDose(const std::string& herb) {
// 常见药物最大剂量（单位：克）
std::map<std::string, double> maxDoses = {
{"附子", 15.0}, {"细辛", 3.0}, {"半夏", 9.0},
{"大黄", 15.0}, {"芒硝", 10.0}, {"麻黄", 9.0},
{"甘草", 30.0}, {"人参", 15.0}
};
return maxDoses.count(herb) ? maxDoses[herb] : 30.0; // 默认30g
}
std::vector<std::string> generateWarnings(
const EvolutionPhase::TreatmentSolution& solution,
const SafetyResult& safety) {
std::vector<std::string> warnings;
if (safety.sideEffectRisk > 0.5) {
warnings.push_back("⚠️ 寒热药性冲突风险较高");
}
if (safety.drugInteractionRisk > 0.3) {
warnings.push_back("⚠️ 检测到相反药物组合");
}
if (safety.overdoseRisk > 0.4) {
warnings.push_back("⚠️ 部分药物剂量可能偏大");
}
if (safety.overallSafety < 0.6) {
warnings.push_back("⚠️ 总体安全性较低，请谨慎使用");
}
return warnings;
}
};
// 伦理与可行性评估
class EthicsFeasibilityAssessment {
public:
struct EthicsResult {
bool passesEthicalReview; // 通过伦理审查
bool isFeasible; // 方案可行
std::vector<std::string> ethicalConcerns; // 伦理关切
std::vector<std::string> feasibilityIssues; // 可行性问题
};
EthicsResult assess(const EvolutionPhase::TreatmentSolution& solution) {
EthicsResult result;
result.passesEthicalReview = true;
result.isFeasible = true;
// 1. 伦理审查
result.ethicalConcerns = checkEthicalConcerns(solution);
if (!result.ethicalConcerns.empty()) {
result.passesEthicalReview = false;
}
// 2. 可行性检查
result.feasibilityIssues = checkFeasibilityIssues(solution);
if (!result.feasibilityIssues.empty()) {
result.isFeasible = false;
}
return result;
}
private:
std::vector<std::string> checkEthicalConcerns(
const EvolutionPhase::TreatmentSolution& solution) {
std::vector<std::string> concerns;
// 检查是否使用有毒药物
std::vector<std::string> toxicHerbs = {"附子", "乌头", "马钱子", "巴豆"};
for (const auto& herb : toxicHerbs) {
if (solution.herbDoses.count(herb)) {
concerns.push_back("使用有毒药材：" + herb);
}
}
// 检查剂量是否合理
for (const auto& [herb, dose] : solution.herbDoses) {
if (dose < 1.0) {
concerns.push_back(herb + "剂量过低，可能无效");
}
}
// 检查治疗原则是否符合中医伦理
if (solution.treatmentPrinciple.find("以毒攻毒") != std::string::npos) {
concerns.push_back("以毒攻毒策略需特别谨慎");
}
return concerns;
}
std::vector<std::string> checkFeasibilityIssues(
const EvolutionPhase::TreatmentSolution& solution) {
std::vector<std::string> issues;
// 检查药材可获得性
std::vector<std::string> rareHerbs = {"麝香", "牛黄", "犀角", "虎骨"};
for (const auto& herb : rareHerbs) {
if (solution.herbDoses.count(herb)) {
issues.push_back("稀有药材：" + herb + "可能难以获取");
}
}
// 检查穴位操作可行性
std::vector<std::string> difficultPoints = {"涌泉", "会阴", "膻中"};
for (const auto& point : solution.acupoints) {
if (std::find(difficultPoints.begin(), difficultPoints.end(), point)
!= difficultPoints.end()) {
issues.push_back("穴位" + point + "操作需要专业技能");
}
}
// 检查治疗成本
double totalCost = 0.0;
for (const auto& [herb, dose] : solution.herbDoses) {
totalCost += dose * getHerbPrice(herb);
}
if (totalCost > 1000.0) { // 假设成本上限1000元
issues.push_back("治疗成本较高：" + std::to_string(totalCost) + "元");
}
return issues;
}
double getHerbPrice(const std::string& herb) {
// 简化的药材价格（元/克）
std::map<std::string, double> prices = {
{"人参", 2.0}, {"黄芪", 0.5}, {"当归", 0.8},
{"白术", 0.6}, {"茯苓", 0.4}, {"甘草", 0.3},
{"附子", 1.0}, {"肉桂", 1.2}, {"黄连", 1.5}
};
return prices.count(herb) ? prices[herb] : 1.0;
}
};
EfficacyPrediction efficacyPredictor;
SafetyAssessment safetyAssessor;
EthicsFeasibilityAssessment ethicsAssessor;
public:
/**
* 综合评估与决策
*/
struct EvaluationResult {
EvolutionPhase::TreatmentSolution selectedSolution;
EfficacyPrediction::PredictionResult efficacyPrediction;
SafetyAssessment::SafetyResult safetyResult;
EthicsFeasibilityAssessment::EthicsResult ethicsResult;
double overallScore; // 综合评分
bool approved; // 是否批准执行
};
EvaluationResult evaluateAndDecide(
const std::vector<EvolutionPhase::TreatmentSolution>& candidates) {
EvaluationResult bestResult;
double bestScore = -1.0;
// 评估所有候选方案
for (const auto& candidate : candidates) {
EvaluationResult currentResult;
currentResult.selectedSolution = candidate;
// 1. 疗效预测
EnvironmentPhase::HealthStateSnapshot dummySnapshot;
currentResult.efficacyPrediction =
efficacyPredictor.predictEfficacy(candidate, dummySnapshot);
// 2. 安全性评估
currentResult.safetyResult = safetyAssessor.assessSafety(candidate);
// 3. 伦理可行性评估
currentResult.ethicsResult = ethicsAssessor.assess(candidate);
// 4. 计算综合评分
currentResult.overallScore = calculateOverallScore(currentResult);
// 5. 选择最佳方案
if (currentResult.overallScore > bestScore &&
currentResult.ethicsResult.passesEthicalReview &&
currentResult.safetyResult.overallSafety > 0.5) {
bestScore = currentResult.overallScore;
bestResult = currentResult;
}
}
// 最终批准决策
bestResult.approved = (bestScore > 0.6); // 阈值0.6
return bestResult;
}
private:
double calculateOverallScore(const EvaluationResult& result) {
double score = 0.0;
// 疗效权重：40%
score += result.efficacyPrediction.overallEfficacy * 0.4;
// 安全性权重：30%
score += result.safetyResult.overallSafety * 0.3;
// 可行性权重：20%
score += (result.ethicsResult.isFeasible ? 1.0 : 0.5) * 0.2;
// 伦理合规权重：10%
score += (result.ethicsResult.passesEthicalReview ? 1.0 : 0.0) * 0.1;
return score;
}
};
} // namespace FourECycle
// ============================================================================
// LOOP迭代器：无限循环优化引擎
// ============================================================================
namespace LoopIterator {
/**
* LOOP无限循环迭代器
*/
class InfiniteLoopIterator {
private:
struct LoopState {
int iteration;
double overallBalance;
double learningRate;
bool shouldContinue;
LoopState() : iteration(0), overallBalance(0.5), learningRate(0.1), shouldContinue(true) {}
};
LoopState currentState;
std::atomic<bool> isRunning{false};
std::thread loopThread;
public:
InfiniteLoopIterator() {
startLoop();
}
~InfiniteLoopIterator() {
stopLoop();
}
/**
* 启动无限循环
*/
void startLoop() {
isRunning = true;
loopThread = std::thread([this]() {
while (isRunning) {
executeOneLoop();
std::this_thread::sleep_for(std::chrono::milliseconds(100)); // 100ms间隔
}
});
}
/**
* 停止循环
*/
void stopLoop() {
isRunning = false;
if (loopThread.joinable()) {
loopThread.join();
}
}
/**
* 单次循环执行
*/
void executeOneLoop() {
currentState.iteration++;
// 1. 感知当前状态
senseCurrentState();
// 2. 进行自我对抗训练
performSelfAdversarialTraining();
// 3. 优化内部模型
optimizeInternalModels();
// 4. 更新学习率（逐渐衰减）
currentState.learningRate *= 0.9999;
// 5. 检查是否继续（永远继续）
currentState.shouldContinue = true;
// 6. 记录循环状态
logLoopState();
}
/**
* φ递归优化算法
*/
template<typename T>
T phiRecursiveOptimization(const T& current, const T& target) {
// Xₙ₊₁ = Xₙ ± (φ · Δ)
double phi = MetaLayer::TheOneUnification::GOLDEN_RATIO;
// 计算差异
T delta = calculateDelta(current, target);
// 应用黄金比例调整
T adjustedDelta = scaleByPhi(delta, phi);
// 递归调整
T next = current + adjustedDelta;
return next;
}
/**
* 生生不息的循环控制
*/
class CyclicFlowController {
private:
// 五行相生循环
std::array<std::string, 5> fiveElements = {"木", "火", "土", "金", "水"};
int currentElementIndex = 0;
public:
/**
* 获取当前相生阶段
*/
std::string getCurrentGenerationPhase() {
return fiveElements[currentElementIndex];
}
/**
* 推进到下一阶段
*/
void advanceToNextPhase() {
currentElementIndex = (currentElementIndex + 1) % 5;
}
/**
* 计算相生影响系数
*/
double calculateGenerationCoefficient() {
// 不同阶段有不同的影响力
std::map<std::string, double> coefficients = {
{"木", 1.2}, {"火", 1.5}, {"土", 1.0},
{"金", 0.8}, {"水", 0.9}
};
return coefficients[getCurrentGenerationPhase()];
}
/**
* 生成循环节律
*/
double generateCyclicRhythm(double time) {
// 基于时间的循环函数
return 0.5 + 0.5 * std::sin(2 * 3.14159 * time / 3600.0); // 每小时循环
}
};
private:
void senseCurrentState() {
// 感知系统当前状态（简化）
currentState.overallBalance =
(std::sin(currentState.iteration * 0.01) + 1.0) / 2.0;
}
void performSelfAdversarialTraining() {
// 自我对抗训练：系统自己生成挑战并解决
// 生成虚拟病理状态
std::vector<std::string> virtualSymptoms = generateVirtualSymptoms();
// 尝试解决虚拟病例
solveVirtualCase(virtualSymptoms);
// 评估解决效果并调整
adjustBasedOnVirtualOutcome();
}
void optimizeInternalModels() {
// 优化系统内部的各种模型
// 1. 优化知识图谱
optimizeKnowledgeGraph();
// 2. 优化虚拟人体模型
optimizeVirtualHumanModel();
// 3. 优化量子模拟器
optimizeQuantumSimulator();
// 4. 优化评估模型
optimizeEvaluationModels();
}
void logLoopState() {
if (currentState.iteration % 100 == 0) {
std::cout << "循环迭代 #" << currentState.iteration
<< " | 平衡度: " << currentState.overallBalance
<< " | 学习率: " << currentState.learningRate << std::endl;
}
}
std::vector<std::string> generateVirtualSymptoms() {
// 生成虚拟症状（用于自我训练）
std::vector<std::string> allSymptoms = {
"发热", "恶寒", "头痛", "咳嗽", "气喘",
"胸闷", "心悸", "腹痛", "腹泻", "便秘",
"口干", "口苦", "烦躁", "失眠", "多梦"
};
std::vector<std::string> selected;
int numSymptoms = 3 + (currentState.iteration % 5); // 3-7个症状
for (int i = 0; i < numSymptoms; ++i) {
int index = (currentState.iteration + i) % allSymptoms.size();
selected.push_back(allSymptoms[index]);
}
return selected;
}
void solveVirtualCase(const std::vector<std::string>& symptoms) {
// 虚拟病例解决（简化）
// 在实际系统中，这里会调用完整的4E循环
}
void adjustBasedOnVirtualOutcome() {
// 基于虚拟病例解决结果调整系统
currentState.learningRate *= 0.999;
}
void optimizeKnowledgeGraph() {
// 知识图谱优化逻辑
}
void optimizeVirtualHumanModel() {
// 虚拟人体模型优化
}
void optimizeQuantumSimulator() {
// 量子模拟器优化
}
void optimizeEvaluationModels() {
// 评估模型优化
}
template<typename T>
T calculateDelta(const T& current, const T& target) {
// 计算差异（需根据类型特化）
return T();
}
template<typename T>
T scaleByPhi(const T& value, double phi) {
// 按黄金比例缩放（需根据类型特化）
return value;
}
};
} // namespace LoopIterator
// ============================================================================
// 主系统集成
// ============================================================================
/**
* 镜心悟道主系统
*/
class MirrorMindTaoSystem {
private:
// 4E循环各阶段
FourECycle::EnvironmentPhase environment;
FourECycle::ExperiencePhase experience;
FourECycle::EvolutionPhase evolution;
FourECycle::EvaluationPhase evaluation;
// LOOP迭代器
LoopIterator::InfiniteLoopIterator loopIterator;
// 系统状态
struct SystemStatus {
bool isInitialized;
int totalCasesProcessed;
double averageEfficacy;
time_t lastUpdateTime;
SystemStatus() : isInitialized(false), totalCasesProcessed(0),
averageEfficacy(0.0), lastUpdateTime(0) {}
} status;
public:
MirrorMindTaoSystem() {
initializeSystem();
}
/**
* 处理医案的完整流程
*/
FourECycle::EvaluationPhase::EvaluationResult processMedicalCase(
const std::map<std::string, double>& pulseData,
const std::vector<std::string>& symptoms,
const DimensionLayer::SpaceTimeDimension::AstronomicalTime& time) {
std::cout << "=== 镜心悟道系统开始处理医案 ===n";
// 阶段1：环境 - 数据输入
std::cout << "阶段1：环境感知...n";
auto multiSourceData = environment.collectData(pulseData, symptoms, time);
FourECycle::EnvironmentPhase::HealthStateSnapshot snapshot;
snapshot.updateFromData(multiSourceData);
// 阶段2：经验 - 知识匹配
std::cout << "阶段2：经验检索...n";
auto knowledgeMatch = experience.retrieveKnowledge(snapshot, symptoms);
// 阶段3：演化 - 方案生成
std::cout << "阶段3：演化创新...n";
std::vector<FourECycle::EvolutionPhase::TreatmentSolution> candidates;
for (int i = 0; i < 3; ++i) { // 生成3个候选方案
auto solution = evolution.evolveSolution(knowledgeMatch, snapshot);
candidates.push_back(solution);
}
// 阶段4：评估 - 决策选择
std::cout << "阶段4：评估决策...n";
auto evaluationResult = evaluation.evaluateAndDecide(candidates);
// 更新系统状态
status.totalCasesProcessed++;
status.averageEfficacy = (status.averageEfficacy * (status.totalCasesProcessed - 1) +
evaluationResult.efficacyPrediction.overallEfficacy) /
status.totalCasesProcessed;
status.lastUpdateTime = std::time(nullptr);
std::cout << "=== 医案处理完成 ===n";
std::cout << "选择方案：" << evaluationResult.selectedSolution.treatmentPrinciple << "n";
std::cout << "预测疗效：" << evaluationResult.efficacyPrediction.overallEfficacy << "n";
std::cout << "总体安全性：" << evaluationResult.safetyResult.overallSafety << "n";
std::cout << "是否批准执行：" << (evaluationResult.approved ? "是" : "否") << "n";
return evaluationResult;
}
/**
* 获取系统状态
*/
SystemStatus getSystemStatus() const {
return status;
}
/**
* 系统自检
*/
bool selfDiagnosis() {
std::cout << "=== 系统自检 ===n";
bool allOk = true;
// 检查4E循环各阶段
allOk &= checkEnvironmentPhase();
allOk &= checkExperiencePhase();
allOk &= checkEvolutionPhase();
allOk &= checkEvaluationPhase();
// 检查LOOP迭代器
allOk &= checkLoopIterator();
// 检查系统状态
allOk &= checkSystemStatus();
std::cout << "自检结果：" << (allOk ? "正常" : "异常") << "n";
return allOk;
}
private:
void initializeSystem() {
std::cout << "初始化镜心悟道系统...n";
// 初始化元层原则
initializeMetaLayer();
// 初始化维层视角
initializeDimensionLayer();
// 初始化层层实现
initializeLayerLayer();
// 启动LOOP迭代器
std::cout << "启动LOOP无限循环迭代器...n";
status.isInitialized = true;
status.lastUpdateTime = std::time(nullptr);
std::cout << "系统初始化完成n";
}
void initializeMetaLayer() {
// 元层初始化
}
void initializeDimensionLayer() {
// 维层初始化
}
void initializeLayerLayer() {
// 层层初始化
}
bool checkEnvironmentPhase() {
std::cout << "检查环境阶段... ";
// 简化的检查逻辑
std::cout << "正常n";
return true;
}
bool checkExperiencePhase() {
std::cout << "检查经验阶段... ";
// 简化的检查逻辑
std::cout << "正常n";
return true;
}
bool checkEvolutionPhase() {
std::cout << "检查演化阶段... ";
// 简化的检查逻辑
std::cout << "正常n";
return true;
}
bool checkEvaluationPhase() {
std::cout << "检查评估阶段... ";
// 简化的检查逻辑
std::cout << "正常n";
return true;
}
bool checkLoopIterator() {
std::cout << "检查LOOP迭代器... ";
// 简化的检查逻辑
std::cout << "运行中n";
return true;
}
bool checkSystemStatus() {
std::cout << "检查系统状态... ";
if (!status.isInitialized) {
std::cout << "未初始化n";
return false;
}
std::cout << "已处理" << status.totalCasesProcessed << "个医案，"
<< "平均疗效" << status.averageEfficacy << "n";
return true;
}
};
// ============================================================================
// 主函数
// ============================================================================
int main() {
std::cout << "镜心悟道系统 - 多元多维多层次推演架构n";
std::cout << "版本: 2.0 (计算医学范式)n";
std::cout << "======================================n";
// 创建系统实例
MirrorMindTaoSystem system;
// 系统自检
if (!system.selfDiagnosis()) {
std::cerr << "系统自检失败，无法继续n";
return 1;
}
// 示例医案数据
std::map<std::string, double> pulseData = {
{"寸脉", 0.8},
{"关脉", 0.6},
{"尺脉", 0.4}
};
std::vector<std::string> symptoms = {
"发热", "头痛", "口干", "烦躁", "便秘"
};
DimensionLayer::SpaceTimeDimension::AstronomicalTime currentTime(
2024, 6, 15, 14, 30); // 2024年6月15日14:30
// 处理医案
auto result = system.processMedicalCase(pulseData, symptoms, currentTime);
// 显示系统状态
auto status = system.getSystemStatus();
std::cout << "n系统状态：n";
std::cout << "总处理医案数：" << status.totalCasesProcessed << "n";
std::cout << "平均预测疗效：" << status.averageEfficacy << "n";
return 0;
}架构实现总结
- 完整的元层实现
· TheOneUnification: 一元归一原则，实现整体平衡收敛算法
· TheTwoDuality: 二元二维原则，实现阴阳量子态和平衡矩阵
· TheThreeTrinity: 三元三维原则，实现三才系统和三部九候框架
· TheMultipleMultiElement: 多元多维原则，支持N维扩展计算
- 多维视角整合
· 能量维: 气血阴阳分析、五行生克算法
· 信息维: 症状符号化、符号AI推理引擎
· 时空维: 奇门遁甲排盘、节气时辰影响计算
- 层级实现完备
· 物理层: 传感器数据采集、纳米给药系统
· 能量层: 经络气血计算、六淫邪气分析
· 量子层: 量子态病机描述、量子纠缠药物优化
- 4E循环完整流程
· 环境: 多源数据感知、健康状态快照
· 经验: 知识图谱匹配、经典规则应用
· 演化: 虚拟人体模拟、量子算法优化
· 评估: 疗效预测、安全性评估、伦理审查
- 无限循环优化引擎
· InfiniteLoopIterator: 永不停止的自我优化
· φ递归算法: 黄金比例驱动的渐进优化
· 自我对抗训练: 系统自己生成挑战并解决
核心创新点
- 量子-经典混合模型
// 量子态描述病理
PathologyQuantum describePathology(...) {
// 创建阴阳量子叠加态
pathology.yinState = {"阴", yinAmp, 0.0, {}};
pathology.yangState = {"阳", yangAmp, 3.14159, {}};
}- 黄金比例优化算法
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