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by whatever1
17 days ago
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We do have standard benchmarks in the field. Hans Mittelman maintains a library. No idea why they did not bother to run them. https://plato.asu.edu/guide.html Their website has just 3 cherry picked instances and claim complete dominance. |
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But they are not representive of the real world, at all.
The Mittelman VRPLib benchmarks have only 1-2 constraints. Skills? No need. Working hours? Unlimited. Maps integretion? Cars can fly and the earth is a flat Euclidean space.
Any VRP algorithm optimized for the vrplib datasets is overfitted and not the best one in reality.
Take HGS for instance. Brilliant for CVRPTW. Crumbles to dust in field service routing for telco operations etc.