An Optimal Design of Adaptive Genetic Operation

摘要：

According to some shortcomings of simple genetic algorithms on prematurity and slower convergence, the paper carried through optimizing designment on simple genetic algorithms.At first, it proposed an adaptive selection operation: ultra expectation —comparation selection, adaptive crossover and mutation operation with double coordination;Then the paper proved its capability and rate of convergence by experiment.Thus, the new genetic algorithms can avoiding the phenomenon of maturating too early, keeping the multiplicity of the colony, quickening the rate of convergence. In the end, we prospected its application on the newly proposed adaptive genetic operation in the automotive appearance design.

关键词： Selection Operation Crossover Operation Mutation Operation Adaptive Conceptual Design

作者: Xinchun Wang Jixian Xiao Xiaoying Li

作者单位: College of Science HeBei Polytechnic University Tangshan, Hebei Province, 063009, China

会议类型: 国际会议

会议名称: 2009 IEEE 10th International Conference on Computer-Aided Industrial Design & Conceptual Design(2009 IEEE 第十届国际计算机辅助工业设计与概念设计学术会议 CAID&CD2009)

会议地点: 温州

会议语种:英文

页码: 2053-2056

在线出版日期: 2009-11-26（万方平台首次上网日期，不代表论文的发表时间）