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Add a multiobjective adaptation for DE #789
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Aug 10, 2020
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Difficulty: Medium
Priority: Medium
Type: Enhancement
New feature or request
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Types of changes
Motivation and Context / Related issue
Our DE implementation performs really poorly on dynamic functions, which arise when doing multiobjective optimization. This update make it work in this case by using the pareto front information.
What that changes. In case of multiobjective:
best
is sampled in the pareto front if the initial point is not on the pareto already (otherwise, no best)a
andb
are sampled on the pareto front as well if there are more than 3 points thereHow Has This Been Tested (if it applies)
Checklist