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automatic-algorithm-generation

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ai4co / reevo

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

reinforcement-learning genetic-algorithm evolutionary-algorithms vehicle-routing-problem ant-colony-optimization neural-combinatorial-optimization electronic-design-automation traveling-salesman-problem hyper-heuristics orienteering-problem multiple-knapsack-problem bin-packing-problem large-language-models automatic-algorithm-generation llm-agent

Updated Jan 28, 2025
Python

datphamvn / HSEvo

[AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

evolutionary-algorithms genetic-algorithms harmony-search diversity-measures traveling-salesman-problem hyper-heuristics orienteering-problem bin-packing-problem large-language-models automatic-algorithm-generation

Updated Dec 23, 2024
Python

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