Abstract: Highlights•We propose a hybrid genetic algorithm for the Multiple Traveling Salesman Problem.•We propose a novel crossover operator that is effective for the min–max problem.•Our algorithm outperforms all existing algorithms on average.•We improve the best-known solutions for 21 out of 89 benchmark instances.
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