Optimization and Overfitting in Trading Systems

Optimization refines performance, but excessive tuning leads to overfitting. GStockly’s optimization engine uses Monte Carlo validation to ensure statistical robustness.

Through parallelized C# computation, traders can test thousands of parameter combinations efficiently. AI detects non-generalizable results, flagging unstable configurations.

GStockly optimizes for the future, not the past—helping traders deploy resilient systems that survive market evolution.