AINeutralarXiv – CS AI · 6h ago5/10
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LLM-Driven Co-Evolutionary Automated Heuristic Design for Bi-Component Coupled Combinatorial Optimization
Researchers introduce CoEvo-AHD, an LLM-driven framework that co-evolves paired operator populations to solve coupled combinatorial optimization problems like the Traveling Thief Problem. Unlike previous automated heuristic design methods that treat operators in isolation, this approach captures interactions between decision components, achieving competitive results with traditional heuristics.