Adaptive Parameter Strategy

Entry Logic

• Long entry: A strategy (e.g., a moving average crossover) is used, but the parameters of the indicators (e.g., the length of the moving averages) are constantly being optimized based on recent market data. The entry is triggered when the adaptive strategy gives a signal.
• Short entry: Same as above.
• Confirmation: The optimization process should be robust and not curve-fitted.
• Timeframe: Any.
• Location: Any.
• Market Condition: Any.

Exit Logic

• Profit Target: Determined by the adaptive strategy.
• Scaling Out: Determined by the adaptive strategy.
• Trailing Stop: Determined by the adaptive strategy.
• Signal Failure: As per the adaptive strategy rules.
• Opposite Signal: As per the adaptive strategy rules.
• Time Expiration: As per the adaptive strategy rules.
• Momentum Loss: As per the adaptive strategy rules.

Stop Loss Structure

• Hard Stop: Determined by the adaptive strategy.
• Soft Stop: Not applicable.
• Max Dollar Loss: Portfolio-level limit.
• Max Percent Loss: Portfolio-level limit.
• Structural Stop: Determined by the adaptive strategy.

Risk Management Framework

• Risk Per Trade: Varies.
• Daily Limit: Portfolio-level limit.
• Weekly Limit: Portfolio-level limit.
• Max Drawdown: Portfolio-level limit.
• R:R Requirement: Varies.

Position Sizing Model

• Sizing Approach: Varies.
• Volatility Adjustment: The adaptive parameters can account for volatility.
• Conviction Sizing: Not recommended.
• Scaling In: Varies.
• Scaling Out: Varies.

Trade Filtering

• Market Conditions: Any.
• Setups: As per the adaptive strategy rules.
• Instruments: Any.
• Time Restrictions: Any.
• Chop/News Avoidance: Any.

Context Framework

• Trend Direction: Determined by the adaptive strategy.
• VWAP Relationship: Can be an adaptive parameter.
• MA Relationship: The core of the adaptive strategy.
• Range Location: Can be an adaptive parameter.
• Higher TF Alignment: Can be an adaptive parameter.

Trade Management Rules

• Breakeven: Varies.
• Scale Out: Varies.
• Add Size: Varies.
• Fast vs Slow Moves: Varies.

Time Rules

• Optimal Window: Any.
• Times to Avoid: Any.
• Session Notes: A highly quantitative and adaptive approach.

Setup Classification

• A+ Setup: The adaptive strategy is performing well in the current market.
• A Setup: The strategy is performing adequately.
• B Setup: The strategy is underperforming.
• C Setup: The strategy is failing.

Market Selection Criteria

• Instruments: Any.
• Volume: High.
• Volatility: Any.

Statistical Edge Metrics

• Win Rate: Varies.
• Avg Win: Varies.
• Avg Loss: Varies.
• Profit Factor: Varies.
• Expectancy: Varies.

Failure Conditions

• Market Conditions: When the market changes so rapidly that the adaptation process cannot keep up.
• Specific Scenarios: The optimization process leads to curve-fitting and poor out-of-sample performance.

Psychological Rules

• Mental Discipline: Complete trust in the quantitative process.

Advanced Components

• Regime Detection: The adaptation is a form of regime detection.
• Filters: Can be adapted.
• Correlation: Can be adapted.
• MTF Alignment: Can be adapted.

Location

• Strongest: In markets that have some degree of statistical predictability.
• Weakest: In purely random markets.