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Add MOOSolutionComposition ABC. Add method to get pareto front.
Added Das-Dennis reference point generation, an association function and the niched selection operator from U-NSGA-III.
* Add black config to pyproject.toml * Add black to README
The worst points is now not taken from the fitness function but instead from the worst observed objective values in each dimension.
*Remove Suprb last_sc factor *Add Wrapper Class that allows to switch SC Algorithms between suprb iterations. *Adapt MOO Logger to only Log HV and Spread if the Paretofront has a cardinality greater than one.
Fixed a bug in the hyperplane normaliser, where the two extremepoints were always the same and triggered fallback normalization.
*Implement early stopping *Retain best pareto front *Fixed critical bug in spea2 that always caused termination after one iteration.
* Implement Hypervolume based early stopping in MOSC *Implement early stopping *Retain best pareto front *Fixed critical bug in spea2 that always caused termination after one iteration. * Fix formatting * Fix Spea2 pareto front creation *Fixed a bug where spea2 generated the pareto front incorretly *Reverted back to output always the latest and not the best pareto front as all moo algorithms should not become considerably worse because of elitism
* Implement Hypervolume based early stopping in MOSC *Implement early stopping *Retain best pareto front *Fixed critical bug in spea2 that always caused termination after one iteration. * Fix formatting * Fix Spea2 pareto front creation *Fixed a bug where spea2 generated the pareto front incorretly *Reverted back to output always the latest and not the best pareto front as all moo algorithms should not become considerably worse because of elitism * Fix pareto_front _pareto_front confusion
* Fix Two stage logging for two SOO SCs * Make algorithm_2 and switch_iteration optional
Updated DOI badge placeholders in README.md
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Submission of the code for my masters thesis integrating multi-objective optimization into the solution composition of SupRB.