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Can I use Platypus to solve Discrete MOFLPs? Also, does this NSGA-II work with constraints as well?

Open MelinaRentzi opened this issue 6 years ago • 2 comments

Hello, I've been searching for a framework to solve a discrete multi-objective facility location problem, and I found your framework. As I understand, you have implemented some of the most popular testing problems for continuous optimization. Would I be able to use this framework to solve a discrete multiobjective facility location problem? I was thinking about using your NSGA-II algorithm and create my own custom MO function. Does your NSGA-II algorithm support constraints? If no, would I be able to create my own in the framework? Thanks a lot.

MelinaRentzi avatar Jun 05 '18 15:06 MelinaRentzi

As I recall Platypus is built homologous to MOEA Framework. The list of algorithms are similar to the ones presented in the following link http://moeaframework.org/javadoc/overview-summary.html#listOfAlgorithms

  1. Not sure what Facility Location Problem means, but Platypus supports Discrete variables (use Binary)
  2. Does NSGA2 support constraints --> Yes

mariocastrogama avatar Jun 06 '18 07:06 mariocastrogama

Hello and thanks for the answer. Binary should work, I need one of my variables to be 0 or 1.

MelinaRentzi avatar Jun 06 '18 07:06 MelinaRentzi

This issue is stale and will be closed soon. If you feel this issue is still relevant, please comment to keep it active. Please also consider working on a fix and submitting a PR.

github-actions[bot] avatar Nov 13 '22 03:11 github-actions[bot]