Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Benchmarks with TSP instances #577

Open
6 of 11 tasks
leonlan opened this issue Apr 26, 2024 · 0 comments
Open
6 of 11 tasks

Benchmarks with TSP instances #577

leonlan opened this issue Apr 26, 2024 · 0 comments
Labels
benchmark Related to benchmarking

Comments

@leonlan
Copy link
Member

leonlan commented Apr 26, 2024

Is your feature request related to a problem? Please describe

PyVRP is a VRP solver, but it is not unlikely that users also want to use PyVRP for TSPs. Currently, we don't have any benchmarks on TSP instances or any ideas on how well PyVRP performs on TSP instances.

Describe the solution you'd like

I want to know how well PyVRP performs on various TSP instances.
We can compare against LKH-3, and also use those instances.

Additional context

Bock, S., Bomsdorf, S., Boysen, N., & Schneider, M. (2024). A survey on the Traveling Salesman Problem and its variants in a warehousing context. European Journal of Operational Research. https://doi.org/10.1016/j.ejor.2024.04.014

This recent survey on TSPs in warehousing published in EJOR describes 11 variants, many of which we can already solve with PyVRP.

  • The classical TSP and its application to warehousing
  • TSP with precedence constraints
  • Clustered TSP
  • Generalized TSP
  • TSP with backhauls
  • Prize-collecting TSP
  • Orienteering problem
  • Traveling Repairman Problem
  • k-best TSP
  • TSP with time windows
  • Covering Salesman Problem
@leonlan leonlan added the benchmark Related to benchmarking label Apr 26, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
benchmark Related to benchmarking
Projects
None yet
Development

No branches or pull requests

1 participant