Global Optimization Method Based on Incremental Radial Basis Functions

摘要：

　　Global optimization techniques have been used extensively due to their capability in handling complex engineering problems.Metamodel becomes effective method to enhance global optimization.In this paper,we propose a new global optimization method base on incremental metamodel.At each sampling step,we adopt inherited Latin HyperCube design to sample points step by step,and propose a new incremental metamodel to update the cofficient matrix gradually.Experiments proved that the global optimization method has highest efficiency and can be finding global minimum fastly.

关键词： Metamodel Incremetal Radial Basis Functions Global optimization Inherited Latin Hypercube Design

作者: Xin Wei Yizhong Wu Liping Chen

作者单位: National CAD Supported Software Engineering Centre of Huazhong University of Science andTechnology, Wuhan, 430074, China

会议类型: 国际会议

会议名称: the Second International Conference on Frontiers of Manufacturing and Design Science(第二届制造与设计科学国际会议(ICFMD 2011))

会议地点: 台湾

会议语种:英文

页码: 3950-3954

在线出版日期: 2011-12-11（万方平台首次上网日期，不代表论文的发表时间）