A hybrid switching approach integrates Direct Search into model-based derivative-free optimization, with a convergence proof for single-objective cases and empirical gains on ML tasks and CUTEr benchmarks.
Mesh adaptive direct search algorithms for constrained optimization.SIAM Journal on optimization, 17(1):188–217
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Enhancing Model Based Derivative Free Optimization using Direct Search
A hybrid switching approach integrates Direct Search into model-based derivative-free optimization, with a convergence proof for single-objective cases and empirical gains on ML tasks and CUTEr benchmarks.