Enable multi-objective optimisation #61
Merged
Conversation
This file contains 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
benedikt-voelkel
force-pushed
the
multi-objective
branch
from
e230d0e to
1c7aea5
Compare
Merged
Multiple scalars can now be returned by an objective function, while the default is only one scalar. In case of multiple objectives (multiple numbers), the objective function must be decorated with the respective directions: @directions(['minimize', 'maximize']) def my_objective(...): # do your calculations return value_to_minimize, value_to_maximize If only one number is returned, the decorator can be omitted if that number should be minimized. If maximization is desired,n single-objective optimisation, the decorator should be used with @directions(['maximize']) def my_objective(...): # do your calculations return value_to_maximize All plotting functions of the Inspector now have a keyword argument objective_number to indicate for which of those objective the respctive plot should be created.
benedikt-voelkel
force-pushed
the
multi-objective
branch
from
1c7aea5 to
ce0b2af
Compare
|
@mconcas Tadaaaa! |
mconcas
approved these changes
Jul 12, 2024
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Multiple scalars can now be returned by an objective function, while the default is only one scalar.
In case of multiple objectives (multiple numbers), the objective function must be decorated with the respective directions:
@directions(['minimize', 'maximize'])
def my_objective(...):
do your calculations
return value_to_minimize, value_to_maximize
If only one number is returned, the decorator can be omitted if that number should be minimized.
If maximization is desired,n single-objective optimisation, the decorator should be used with
@directions(['maximize'])
def my_objective(...):
do your calculations
return value_to_maximize
All plotting functions of the Inspector now have a keyword argument objective_number
to indicate for which of those objective the respctive plot should be created.