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Dikshit Chauhan

3 papers indexed

arxivcs.NE2026-06-26

DE-2LS: Differential Evolution with Lightweight Late Local Search for Constrained Numerical Optimization

Dikshit Chauhan, Anupam Trivedi

Constrained single-objective numerical optimization requires a careful balance among feasibility, objective convergence, and computational efficiency under a fixed function-evaluation budget. This paper proposes DE-2LS, a late-stage, locally search-enhanced variant of differentia…

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arxivcs.NE2026-06-26

DE-2LS: Differential Evolution with Late-Stage local-search for Unconstrained Single-Objective Numerical Optimization

Dikshit Chauhan

Unconstrained single-objective numerical optimization requires a careful balance among global exploration, late-stage exploitation, and function-evaluation efficiency. This paper presents DE-2LS, a late-stage, local-search-enhanced differential evolution framework built on RDEx f…

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