文章基本信息

标题：A Bio-Inspired Algorithm based on Membrane Computing for Engineering Design problem
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作者：Jian-Hua Xiao ; Yu-Fang Huang ; Zhen Cheng 等
期刊名称：International Journal of Computer Science Issues
印刷版ISSN：1694-0784
电子版ISSN：1694-0814
出版年度：2013
卷号：10
期号：1
出版社：IJCSI Press
摘要：Membrane computing is an emergent branch of natural computing, which has been extensively used to solve various NP-complete and intractable problems. In this paper, a bio-inspired algorithm based on membrane computing (BIAMC) is proposed to solve the engineering design problem. BIAMC is designed with the framework and rules of a cell-like P systems, and particle swarm optimization with the neighborhood search. Simulation and experimental results demonstrate that the improved algorithm is valid and outperforms other evolutionary algorithms for engineering design problems.
关键词：Engineering Design Problem; Membrane Computing; Particle Swarm Optimization; Neighborhood Search