统计与决策2024，Vol.40Issue(2)：41-45,5.DOI:10.13546/j.cnki.tjyjc.2024.02.007
基于FDS准则的响应曲面设计预测能力比较
FDS Criterion-based Prediction Ability Comparison of Response Surface Design
摘要
Abstract
Prediction ability is an important criterion for practical application workers to evaluate the quality of a design.In general,the design prediction ability of a fixed sphere can be compared and selected by means of the variogram,but the compari-son results on the whole design area cannot be obtained.This paper first introduces response surface design(OACD)based on or-thogonal array and the modified design based on minimax criterion(OACM),and then compares the prediction ability between these two kinds of central combined designs by using the whole region prediction variance ratio criterion—FDS criterion.The re-sults show that in a small variance range,the FDS obtained by OACD is better than that of OACM,but for most given variance values,the FDS of OACM is better than that of OACD.关键词
试验设计/最优设计/正交设计/FDS准则Key words
experimental design/optimal design/orthogonal design/FDS criterion分类
数理科学引用本文复制引用
周祥,陈雪平,严静,林金官..基于FDS准则的响应曲面设计预测能力比较[J].统计与决策,2024,40(2):41-45,5.基金项目
国家自然科学基金资助项目(11971204) （11971204）
江苏省自然科学基金资助项目(BK20200108) （BK20200108）
江苏理工学院中吴青年创新人才支持计划(江理人工[2021]137号) （江理人工[2021]137号）
