Multiobjective optimization #358
Draft
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
pymoo_minimize.py contains some skeleton code for the integration with Pymoo
user defined params and metrics far less likely.
- improve inferred restrictions - improve check_restriction() to make it less inefficient for `FunctionConstraint`s
|
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds general support for multiple objectives and the NSGA-II and NSGA-III algorithms from the pymoo library to KT.
It requires that the minimal supported python version be bumped to 3.9 → 3.10.
There are a few breaking changes this PR introduces:
objectiveandobjective_higher_is_betterare bothlists"__error__"key was introduces to indicate that a result is invalid instead of using the objectiveThe PR will a draft until I've rebased and conflicts have been resolved.