A New P System Based Genetic Algorithm

Caiping Hou, Xiyu Liu

Abstract


For the “early convergence” or the “genetic drift” of the genetic algorithm, this paper proposes a new genetic algorithm based on P system. Based on the parallel mechanism of P system in membrane computing, we put forward the new P system based genetic algorithm (PBGA). So that we can improve the performance of GA.


Keywords


genetic algorithm, P system, parallel computing

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DOI: http://doi.org/10.11591/ijeecs.v4.i1.pp165-168

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The Indonesian Journal of Electrical Engineering and Computer Science (IJEECS)
p-ISSN: 2502-4752, e-ISSN: 2502-4760
This journal is published by the Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).

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