文献类型：期刊文献

英文题名：Optimization method based on artificial life and its application

作者：Zhang, Qi; Chen, Guo-Chu; Yu, Jin-Shou

机构：[1] Institute of Automation, East China University of Science and Technology, Shanghai 200237, China; [2] School of Electric, Shanghai Dianji University, Shanghai 200240, China

年份：2008

卷号：34

期号：2

起止页码：273

外文期刊名：Huadong Ligong Daxue Xuebao /Journal of East China University of Science and Technology

收录：EI(收录号：20081911245049)

语种：英文

摘要：This paper presents a cellular automata model based on life-game, a special mechanism in artificial life, by applying the artificial life into resolving the optimization problems. The model proposed in this paper is applied to the optimization of several test functions. The simulation shows that this new method has a good performance in optimization. Furthermore, the experimental results imply that a soft sensing model based on this method (GA-CA) has satisfying performance, remarkable measuring precision and potential utility when it is applied to measure the selectivity to Acrylonitrile.