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Capacitated Vehicle Routing Problem on CVRP 50 (Mean Tour Cost, Gap)

10.46Mean Tour Costtwo-stage DRL-based neural heuristic
10.412210.7348511.057511.38015Jun 18, 2026Jun 19, 2026Jun 20, 2026Jun 22, 2026Jun 23, 2026Jun 24, 2026Jun 26, 2026

Evaluation results

MethodLinks
two-stage DRL-based neural heuristicTime(s)=0.052026.0610.460
AMTime(s)=0.122026.0610.661.88
POMOdecoding_strategy=Search, role=Teacher2026.0610.793—
EPBteacher_architecture=POMO, decoding_strategy=Search, role=Student2026.0610.8070.13
PSOTime(s)=0.942026.0611.166.7
ALNSTime(s)=1.482026.0611.237.36
POMOdecoding_strategy=Greedy, role=Teacher2026.0611.536—
EPBteacher_architecture=POMO, decoding_strategy=Greedy, role=Student2026.0611.6551.03