An improved Differential Evolution optimization based on P system
Membrane computing (P system) is a new computing model; it comes from the research of the basic function and structure of creatures cell membrane.It has complex structure and multi-level.It converges quickly and has high quality of the optimal results.In this article,discussed the basic theory of the membrane computing and the steps of the algorithm.Apply Membrane computing principle to the differential evolution algorithm,constructed a hybrid differential evolution algorithm on the basis of the membrane structure.Finally,utilized the Objective Functions to test the new algorithm performance,compared with related algorithms to analyze the advantages and disadvantages of the new algorithm.
Differential Evolution Cell Membrane Structure P System Function Optimization
Yanhua Zhong Shuzhi Nie
Depart.of Electronics and Information Technology Jiangmen Polytechnic Jiangmen, China
国际会议
太原
英文
1218-1221
2012-12-08（万方平台首次上网日期，不代表论文的发表时间）