EnhancedSignalGenerator

Library "EnhancedSignalGenerator"
Enhanced Signal Generator – clean v6 implementation (UDT-based)

generateAdvancedSignal(unifiedScore, trendComp, momInd, volFactor, qualScore, cyclePos, regime)
  Generates advanced signal analysis with multi-pathway evaluation
  Parameters:
    unifiedScore (float): Unified market score input
    trendComp (float): Trend component analysis factor
    momInd (float): Momentum indicator value
    volFactor (float): Volatility adjustment factor
    qualScore (float): Quality assessment metric
    cyclePos (float): Market cycle position (0.0-1.0, where 0.5 = neutral cycle phase)
    regime (string): Market regime classification string ("bull", "bear", "sideways", "volatile")
  Returns: Signal Comprehensive signal analysis result

analyzePatternSignals(h, l, c, v, w, reg)
  Analyzes pattern-based signal components with multi-dimensional price action evaluation
  Parameters:
    h (float): High price value for range analysis
    l (float): Low price value for support/resistance detection
    c (float): Close price value for momentum assessment
    v (float): Volume data for confirmation analysis
    w (int): Analysis window period for pattern formation timeframe
    reg (string): Market regime string for context-aware pattern interpretation
  Returns: Signal Pattern analysis signal with comprehensive technical evaluation

optimizeSignalParameters(s, p, w, m)
  Optimizes signal generation parameters through advanced statistical analysis
  Parameters:
    s (array<float>): Signal array input for performance evaluation
    p (array<float>): Parameter array input for optimization target values
    w (int): Window period for rolling optimization analysis
    m (string): Optimization method string ("sharpe", "sortino", "calmar", "variance")
  Returns: float Optimization result score representing parameter fitness

Signal
  Signal data structure for market analysis
  Fields:
    dir (series int): Signal direction: +1 bull, -1 bear, 0 flat
    strength (series float): Signal strength magnitude (0-1)
    conf (series float): Confidence level (0-1)
    rationale (series string): Human-readable explanation
    source (series string): Signal source classification
    quality (series float): Blended quality assessment score