A multi-objective evolutionary algorithm based on membrane systems

@article{Liu2011AME,
  title={A multi-objective evolutionary algorithm based on membrane systems},
  author={Chuang Liu and Min Han and Xin-zhe Wang},
  journal={The Fourth International Workshop on Advanced Computational Intelligence},
  year={2011},
  pages={103-109}
}
In this paper, a novel algorithm based on membrane systems theory is proposed for solving multi-objective optimization problems. The proposed algorithm is composed mainly by some elements, such as symbol-objects, multi-sets, regions, rules and so on, which are inspired by the structure and functioning of the living cell. In the inner regions of membrane systems, a symbol-object represents a candidate solution of the multi-objective optimization problem. Thereafter, some symbol-objects may… CONTINUE READING
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