【作者】 袁沈坚； 顾幸生；

【Author】 Yuan Shenjian,Gu Xingsheng Control Science and Engineering,East China University of Science and Technology,Shanghai 200237

【机构】 控制科学与工程华东理工大学；

【摘要】 膜计算(P系统)是最近新兴的一种计算模型,它的产生来自于生物细胞膜的基本功能与结构的研究,结构复杂,且具有收敛速度快、优化结果质量高等优点,本文首先介绍膜计算的产生及基本概念,以及算法步骤,将差分进化算法应用于膜结构,将两者结合,提出了一种基于差分进化的膜计算优化算法,最后将新算法与文献[16]提到的CMC算法以及粒子群,以及DE等算法进行比较,分析新算法的优缺点。更多还原

【Abstract】 Membrane computing(P system) is a new computing model,it comes from the research of the basic function and structure of creature’s cell membrane.It has complex structure and multi-level.It converges quickly and has high quality of optimal result.In this article we produce the origin of the membrane computing and the basic theory of it and the steps of the algorithm.And then apply differential evolution in the membrane computing,raise differential evolution based membrane computing algorithm.At last compare it with cell membrane computing mentioned in the article[16] and particle swam optimization.And analyses the advantage and the disadvantage of the new algorithm.更多还原