Space Partition based Response Surface Method and Its Performance Measures

摘要：

This paper proposed a space partition based response surface method (SPRSM) for global approximation in highly non-linear optimization problems. Under this method, a max-error guided partition (MEGP) strategy is adopted to divide the target space into small blocks and response surfaces are repetitively constructed over the blocks during the optimization process. Experimental results showed that SPRSM had a significant improvement over conventional RSM in both accuracy and efficiency.

关键词： response surface method space partition approximation technique

作者: Yufeng Lin Nan Wang Jing Chen

作者单位: College of Mcchatronics Engineering and Automation National University of Defense Technology Changsha, China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Computer and Network Technology(ICCNT 2011)(2011第三届IEEE计算机与网络技术国际会议)

会议地点: 太原

会议语种:英文

页码: 362-366

在线出版日期: 2011-02-26（万方平台首次上网日期，不代表论文的发表时间）