AINeutralarXiv – CS AI · 9h ago6/10
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HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization
Researchers introduce HMACE, a multi-agent AI framework that uses specialized language model agents to design heuristics for combinatorial optimization problems. The system achieves competitive results on benchmark problems while using significantly fewer computational tokens than existing methods, demonstrating improved efficiency in automated algorithm design.