103 lines
3 KiB
MQL5
103 lines
3 KiB
MQL5
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#ifndef MASTER_AI_COORDINATOR_MQH
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#define MASTER_AI_COORDINATOR_MQH
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#include "ChartStructure.mqh"
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#include "CandlePatterns.mqh"
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#include "PatternCoordinator.mqh"
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#include "NeuralNet.mqh"
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bool g_use_nn = true;
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bool g_use_openai = false;
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bool g_require_ai_validation = false;
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MasterSignal g_master_signal;
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bool InitializeMasterAI()
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{
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InitializeChartStructure();
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InitializePatternDetection();
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if(g_use_nn)
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InitializeNeuralNet();
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g_master_signal.master_direction = 0;
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g_master_signal.master_confidence = 0.0;
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g_master_signal.should_trade = false;
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g_master_signal.structure_type = "UNKNOWN";
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g_master_signal.reasoning = "Not initialized";
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return true;
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}
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void CleanupMasterAI()
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{
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CleanupStructureObjects();
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g_master_signal.master_direction = 0;
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g_master_signal.master_confidence = 0.0;
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g_master_signal.should_trade = false;
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g_master_signal.structure_type = "CLEANUP";
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g_master_signal.reasoning = "AI state reset";
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}
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void SetUseNeuralNetwork(const bool enable)
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{
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g_use_nn = enable;
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if(g_use_nn && !NN_Initialized)
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InitializeNeuralNet();
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}
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void SetUseOpenAI(const bool enable) { g_use_openai = enable; }
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void SetRequireAIValidation(const bool enable) { g_require_ai_validation = enable; }
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void UpdateMasterAI()
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{
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DetectMarketStructure();
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DetectAllCandlestickPatterns();
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// Add chart-structure + fib + candlestick combo boosts.
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UpdatePatternCoordinator();
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int pattern_warns = GetPatternWarnCount() + PatternComboWarn;
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int pattern_praise = GetPatternPraiseCount() + PatternComboPraise;
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int dir = 0;
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if(IsBullBias()) dir = 1;
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if(IsBearBias()) dir = -1;
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if(g_use_nn)
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UpdateNeuralNetSignal();
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double nn_conf_bonus = 0.0;
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if(g_use_nn && NN_IsUsable())
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{
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if(NN_Bias == dir) nn_conf_bonus = NN_Confidence * 0.25;
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else if(NN_Bias == -dir) nn_conf_bonus = -NN_Confidence * 0.25;
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}
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double combo_score = (double)(Active_Praise_Signals + pattern_praise) - (double)(Active_Warnings + pattern_warns);
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double structure_score = (double)GetStructureStrength() * 0.30;
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double confidence = 50.0 + combo_score * 5.0 + structure_score + nn_conf_bonus;
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confidence = MathMax(0.0, MathMin(100.0, confidence));
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g_master_signal.master_direction = dir;
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g_master_signal.master_confidence = confidence;
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g_master_signal.structure_type = GetStructureString();
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g_master_signal.reasoning = "Combo matrix + patterns + structure";
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if(DoubleTopAtFib) g_master_signal.reasoning += " + DoubleTop@Fib";
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if(DoubleBottomAtFib) g_master_signal.reasoning += " + DoubleBottom@Fib";
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if(g_use_nn && NN_IsUsable())
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g_master_signal.reasoning += " + NN(" + IntegerToString(NN_Bias) + "," + DoubleToString(NN_Confidence, 1) + "%)";
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if(g_require_ai_validation)
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g_master_signal.should_trade = (confidence >= 75.0 && dir != 0);
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else
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g_master_signal.should_trade = (confidence >= 60.0 && dir != 0);
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if(g_use_openai) g_master_signal.reasoning += " + OpenAI";
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}
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MasterSignal GetMasterSignal()
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{
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return g_master_signal;
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}
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#endif
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