Test Problems for Large-scale Multiobjective and Many-objective Optimization

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The source code of the test suite of large-scale multi- and many-objective optimization problems (LSMOP).

File List:
– Folder RVEA: an example to show how to embed the LSMOP test suite into an algorithm (RVEA)
– LSMOP.m: the implementation of the LSMOP test suite, including fitness evaluaiton and true Pareto front sampling
– SampleRun.m: sample code to show how to do fitness evaluation, and sample true Pareto front or Pareto set

Authors Ran Cheng, Yaochu Jin, Markus Olhofer and Bernhard Sendhoff
Journal/Conference Name IEEE Transactions on Cybernetics
Paper Category
Paper Abstract
Date of publication 2017
Code Programming Language MATLAB

Copyright Dr. Ran Cheng 2022