News for hackers. Stuff that matters.
Re:Optimization Solver as a Service by ge0ffrey on Sunday July 12, 2026 @04:35AM (#48879424)
We run the Mittelman VRPLib benchmarks at Timefold (and beat other open source solvers like or-tools in 95%+ of the X datasets).

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.

Re:Optimization Solver as a Service by whatever1 on Sunday July 12, 2026 @01:55PM (#48883016)
That is fair, which is why you should not over-index on academic benchmarks. But a frontier solver should be within a small margin from the competitors in these benchmarks. If you are 10x slower, there is no way you can catch up (at least not without a ton of work from the practitioner side).