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An Example of Evolutionary Computation + Large Language Model Beating Human: Design of Efficient Guided Local Search.

, , , , , , , and . CoRR, (2024)

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Self-Improved Learning for Scalable Neural Combinatorial Optimization., , , , , and . CoRR, (2024)Heuristics for Vehicle Routing Problem: A Survey and Recent Advances., , , , , and . CoRR, (2023)Learning to Pack: A Data-Driven Tree Search Algorithm for Large-Scale 3D Bin Packing Problem., , , , , , and . CIKM, page 4393-4402. ACM, (2021)A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem., , , , , , , and . KDD, page 3441-3451. ACM, (2021)Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization., , , , and . CoRR, (2024)An Example of Evolutionary Computation + Large Language Model Beating Human: Design of Efficient Guided Local Search., , , , , , , and . CoRR, (2024)A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry., , , , and . KDD, page 1762-1770. ACM, (2019)Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model., , , , , , , and . ICML, OpenReview.net, (2024)A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems., , , , , , , , , and . NeurIPS, page 23609-23620. (2021)Prompt Learning for Generalized Vehicle Routing., , , , , , and . CoRR, (2024)