Recovery Adaptive Optimizer [Starbots]

Recovery Adaptive Optimizer [Starbots] is a high-performance, on-chart parameter optimization engine designed specifically for the Recovery Adaptive Strategy.
https://www.tradingview.com/script/KukOMcYR-Recovery-Adaptive-Strategy-Starbots/

It enables professional traders and quantitative researchers to systematically evaluate thousands of parameter combinations directly within Pine Script, without relying on external tools.

The optimizer performs a full simulation of the strategy logic, replicating adaptive position sizing, dynamic take-profit expansion, and loss-streak behavior with precision.

🧠 Optimization Methodology
The optimizer executes a multi-configuration simulation grid in parallel, where each configuration represents a unique combination of:

Base Take-Profit (%)
Take-Profit Factor
Stop-Loss (%)
Position Size Factor
Volatility Filter (On / Off)
Flat-Market Filter (On / Off)
Trend Filter (On / Off)

Each configuration is evaluated using the same execution logic as the strategy:
Single-position model
Loss-streak-based scaling
Step-capped progression
Bar-confirmed entries and exits
Commission-aware equity accounting
This allows precise comparative analysis across high-volatility market conditions, where parameter sensitivity and expansion behavior are most relevant.


Optional features include:
Higher-timeframe signal evaluation
Volatility-conditioned execution
Flat-market exclusion
EMA trend alignment (manual toggle)

All filters can be evaluated independently across the optimization grid.

📊 Performance Metrics & Ranking
Each configuration is evaluated using multiple institutional-grade metrics:
Net Profit (%)
Maximum Drawdown (%)
Win Rate
Trade Count
Equity Curve Peak-to-Valley 'Drawdown'

Configurations are ranked using a score metric:
Score = Profit % ÷ Max Drawdown %
This allows rapid identification of parameter sets that balance performance efficiency and capital utilization.

🏆 Automated Best-Case Selection
At the end of the historical data window, the optimizer additionally identifies and displays:
🏆 Best Configuration by Net Profit
🛡️ Best Configuration by Lowest Drawdown
🎯 Best Configuration by Win Rate (with optional minimum profitability threshold)

Top-ranked configurations are displayed via ranked comparison table (Top 5 or Top 15 results)

🧩 Intended Use
This optimizer is designed for:
Professional traders
Systematic strategy developers
Quantitative research
Parameter tuning for volatile markets
Strategy calibration across different instruments and timeframes

It provides a structured, transparent environment for identifying robust parameter clusters rather than single isolated results.