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Preprint Sep 2026

LLMDE: A Large Language Model-Driven Differential Evolution Algorithm for Portfolio Optimization

Experimental results demonstrate that LLMDE achieves competitive performance on the benchmark suite while continuously generating high-quality solutions for complex constrained optimization tasks, and successfully demonstrate the viability of embedding LLMs within metaheuristics, paving a promising path toward the desi...

Rong-Mu Chai, V. Snášel, Xiao-Peng Wang et al. · 0 citations

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