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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
| Fold | Train | Test | IS Sharpe | OOS Sharpe | B&H | RF | Active |
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Strategies that beat buy-and-hold on concatenated OOS land here.