优化完成时间: 2026-05-14 14:19:14.534049
最佳适应度: 169.69

最佳参数:
  ma_cross_short_window: 13
  ma_cross_long_window: 17
  rsi_period: 7
  rsi_overbought: 73
  rsi_oversold: 27
  bollinger_period: 24
  bollinger_std_dev: 1.9616407387901151
  macd_fast_ema: 14
  macd_slow_ema: 24
  macd_signal_period: 9
  mean_reversion_period: 30
  mean_reversion_std_dev: 2.4663422649047333
  momentum_breakout_period: 50
  momentum_breakout_momentum_period: 27
  kdj_period: 12
  turtle_period: 30
  wave_ema_short: 3
  wave_ema_medium: 11
  wave_ema_long: 46
  wave_period: 11
  wave_range_period: 35
  wave_adx_period: 20
  wave_momentum_period: 13
  wave_range_threshold: 0.01
  wave_adx_threshold: 21
  daily_breakout_bars_count: 2008
  buy_threshold: 1.0315663601353515
  sell_threshold: -2.312867704316165
  stop_loss_pct: -0.028495655271807224
  profit_retracement_pct: 0.07523134661548606
  min_profit_for_trailing: 0.005
  take_profit_pct: 0.3970073007719148
  max_holding_minutes: 156
  min_profit_for_time_exit: 0.006397809476304411
  weight_MACrossStrategy: 0.32048324544087786
  weight_RSIStrategy: 1.906009222972592
  weight_BollingerStrategy: 0.9232444456662969
  weight_MeanReversionStrategy: 1.1649306516234597
  weight_MomentumBreakoutStrategy: 0.8769099086178171
  weight_MACDStrategy: 0.748930985323352
  weight_KDJStrategy: 1.4647470623067596
  weight_TurtleStrategy: 1.637931136008917
  weight_DailyBreakoutStrategy: 1.478598649389487
  weight_WaveTheoryStrategy: 0.818283180489803
  market_trend_period: 83
  market_retracement_tolerance: 0.15567164907853615
  market_volume_period: 29
  market_volume_ma_period: 23
  trend_price_breakout_weight: 0.1504199442999585
  trend_volume_confirmation_weight: 0.12782205952949638
  trend_momentum_oscillator_weight: 0.3645053274270841
  trend_moving_average_weight: 0.4092273363154768
  trend_strong_threshold: 0.7940886082643032
  trend_weak_threshold: 0.4565953163045441
  trend_volume_spike: 2.7329673335105396
  trend_oversold: 32
  trend_overbought: 68
  confidence_high: 0.6813641209473742
  confidence_medium: 0.6336441706563001

代数统计:
  代数 1: 最佳=166.40, 平均=33.80
  代数 2: 最佳=116.73, 平均=50.63
  代数 3: 最佳=104.87, 平均=55.76
  代数 4: 最佳=147.56, 平均=74.03
  代数 5: 最佳=141.85, 平均=57.90
  代数 6: 最佳=141.85, 平均=70.85
  代数 7: 最佳=154.87, 平均=85.11
  代数 8: 最佳=169.69, 平均=94.60
  代数 9: 最佳=169.69, 平均=99.20
  代数 10: 最佳=169.69, 平均=112.85