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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jia-Hao Tian

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Open access Aug 2026

DNSGA-II-ALNS: A Warm-Start Evolutionary Algorithm for Dynamic Multi-Objective Optimization of Heterogeneous Vehicle Routing with Time Windows

DNSGA-II-ALNS is presented, an epoch-based dynamic multi-objective evolutionary algorithm that couples an event-conditioned warm-start projection with an exact marginal assignment cost, feasibility-aware destroy-and-repair search and NSGA-II selection, and achieves comparable front quality at an order of magnitude less...

Jia-Hao Tian, Min Zou, Zhi-Fei Li et al. · 0 citations

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