Research on cutting data optimization based on response surface method
计算机科学
响应面法
机器学习
作者
Yingchun Li,Jixiang Li,Jiangbo Sun,Xin Li,Zenglu Wang,Zhuangzhuang Zhang,Fei Liu
标识
DOI:10.1117/12.3015019
摘要
In this paper an improvement of the response surface method is proposed. An iterative strategy is used to determine a response surface that is able to fit the limit state function in the neighborhood of the design point. The locations of the sample points used to evaluate the free parameters of the response surface are chosen according to the importance sensitivity of each random variable. Several analytical and structural examples are considered to demonstrate the advantages of the proposed improvement.