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most citedMetaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach

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cs.LG2026

Code World Models for Parameter Control in Evolutionary Algorithms

Camilo Chacón Sartori, Guillem Rodríguez Corominas

Can an LLM learn how an optimizer behaves -- and use that knowledge to control it? We extend Code World Models (CWMs), LLM-synthesized Python programs that predict environment dyna…