Evolutionary membrane computing: A comprehensive survey and new results
Evolutionary membrane computing: A comprehensive survey and new results
复制标题
进化膜计算：全面调查和新结果
DOI：
10.1016/j.ins.2014.04.007
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发表时间：
2014
影响因子：
8.1
通讯作者：
Mario J. Perez-Jimenez
中科院分区：
文献类型：
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作者：
Gexiang Zhang;Marian Gheorghe;Linqiang Pan;Mario J. Perez-Jimenez
进化膜计算是膜计算的一个重要研究方向，旨在探索膜计算与进化计算之间的复杂交互关系。这些学科正受到越来越多的关注。在本文中，概述了进化膜计算的最先进的和新的成果，在两个既定的主题在定义良好的范围（膜启发的进化算法和自动化设计的膜计算模型）。我们调查他们的理论发展和应用，勾勒出他们之间的差异，并比较的优点和局限性。
Evolutionary membrane computing is an important research direction of membrane computing that aims to explore the complex interactions between membrane computing and evolutionary computation. These disciplines are receiving increasing attention. In this paper, an overview of the evolutionary membrane computing state-of-the-art and new results on two established topics in well defined scopes (membrane-inspired evolutionary algorithms and automated design of membrane computing models) are presented. We survey their theoretical developments and applications, sketch the differences between them, and compare the advantages and limitations.