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RiskMgmt-compliant parameter optimization: - Entry/Exit thresholds - Rolling windows - Stop Loss (max 2%), Take Profit (2x-3x SL) - Trailing stop parameters - Objective: Sharpe × |IC| × √trades - RiskMgmt penalties for DD > 10%, SL > 2% - TPESampler + MedianPruner - 30 trials default 60 tests passing.