MEMOTS: a memetic algorithm integrating tabu search for combinatorial multiobjective optimization

@article{Lust2008MEMOTSAM,
  title={MEMOTS: a memetic algorithm integrating tabu search for combinatorial multiobjective optimization},
  author={Thibaut Lust and Jacques Teghem},
  journal={RAIRO - Operations Research},
  year={2008},
  volume={42},
  pages={3-33}
}
We present in this paper a new multiobjective memetic algorithm scheme called MEMOX. In current multiobjective memetic algorithms, the parents used for recombination are randomly selected. We improve this approach by using a dynamic hypergrid which allows to select a parent located in a region of minimal density. The second parent selected is a solution close, in the objective space, to the first parent. A local search is then applied to the offspring. We experiment this scheme with a new… CONTINUE READING
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