Please use this identifier to cite or link to this item:
|標題:||Robust designs with high projection efficiency||作者:||Chang‐Yun Lin
|關鍵字:||A‐efficiency;coordinate‐exchange;D‐efficiency;I‐efficiency;multiobjective;saturated designs;2‐phase local search||Project:||QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Volume 34, Issue 3 April 2018, Pages 347-359||摘要:||
Alphabetic optimality criteria, such as the D, A, and I criteria, require specifying a model to select optimal designs. They are not model‐free, and the designs obtained by them may not be robust. Recently, many extensions of the D and A criteria have been proposed for selecting robust designs with high estimation efficiency. However, approaches for finding robust designs with high prediction efficiency are rarely studied in the literature. In this paper, we propose a compound criterion and apply the coordinate‐exchange 2‐phase local search algorithm to generate robust designs with high estimation, high prediction, or balanced estimation and prediction efficiency for projective submodels. Examples demonstrate that the designs obtained by our method have better projection efficiency than many existing designs.
|Appears in Collections:||統計學研究所|
Show full item record
Files in This Item:
TAIR Related Article
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.