Multiobjective Evolutionary Algorithm Test Suites

@inproceedings{Veldhuizen1999MultiobjectiveEA,
  title={Multiobjective Evolutionary Algorithm Test Suites},
  author={David A. van Veldhuizen and Gary B. Lamont},
  booktitle={SAC},
  year={1999}
}
Multiobjective Evolutionary Algorithms (MOEAs) currently have no generic benchmark test suites. This paper provides several Multiobjective Optimization Problems (MOPS) for use as part of a standardized MOEA test suite, and proposes a methodology whereby various MOEAs can be directly compared. Supporting these contributions is a detailed discussion of MOP landscape and general test suite issues, and presentation of a new theorem defining the structural limitations of an MOP’s global optimum… CONTINUE READING
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