MADTIP

Memetic search in the indicator space (GA) and the parameter space (SA / FA / PSO) · majority vote > 50% · 2y / 1y walk-forward

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Chen et al. (ESWA 332:133666). A genetic algorithm selects a diverse mix of trend, momentum, volatility, and volume indicators; Simulated Annealing (or Firefly / PSO) then tunes their parameters. Active indicators vote; a trade fires only when more than half agree.

Results

No job yet. Paper universe: BTC, ETH, AAPL, NVDA, SPY, TSMC / TAIEX.
Fold Train Test IS Sharpe OOS Sharpe B&H RF Active

Library

Strategies that beat buy-and-hold on concatenated OOS land here.