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Gradient-free portfolio optimization with Genetic Algorithms (GA) and Simulated Annealing (SA) is valuable because it treats a portfolio like a dynamic system rather than a one-time equation. Instead of only asking what weights maximize Sharpe, you also ask why capital is allocated that way, how stable the allocation is, and what risks actually ...
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