The article introduces a multi-population integrated framework for solving the capacitated location-routing problem. It focuses on generating promising offspring solutions by combining depot locations and route edge assembly. The method includes neighborhood-based local search, feasibility restoration, and diversification-oriented mutation. Extensive experiments show significant improvements in results compared to existing algorithms.
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