Multi-objective test problems, linkages, and evolutionary methodologies

@inproceedings{Deb2006MultiobjectiveTP,
  title={Multi-objective test problems, linkages, and evolutionary methodologies},
  author={Kalyanmoy Deb and Ankur Sinha and Saku Kukkonen},
  booktitle={GECCO},
  year={2006}
}
Existing test problems for multi-objective optimization are criticized for not having adequate linkages among variables. In most problems, the Pareto-optimal solutions correspond to a fixed value of certain variables and diversity of solutions comes mainly from a random variation of certain other variables. In this paper, we introduce explicit linkages among variables so as to develop difficult two and multi-objective test problems along the lines of ZDT and DTLZ problems. On a number of such… CONTINUE READING

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