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Open access Aug 2026

Cooperative co-evolution with adaptive decomposition schemes for large scale capacitated electric vehicle routing problem

A cooperative co-evolution algorithm, containing novel problem decomposition and charging scheduling strategies, that successfully updated the majority of best-known solutions to the large instances of the capacitated electric vehicle routing problem.

Yu-Zhou Zhang, Yi Mei, Wen-Jie Xiao et al. · 0 citations
Jul 2026

LaT: LLM-as-Trainer for Multi-Task Vehicle Routing Solvers

LaT is proposed, a plug-and-play training paradigm that uses a pretrained large language model as an external trainer that improves the solution quality of several state-of-the-art multi-task neural solvers on both trained and unseen variants, supporting the effectiveness and generality of the proposed training paradig...

Yang Wang, Yan-Cong Jia, Wei-Neng Chen et al. · 0 citations

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