Please use this identifier to cite or link to this item: http://hdl.handle.net/11455/99153
標題: Robust designs with high projection efficiency
作者: Chang‐Yun Lin
林長鋆
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.
URI: http://hdl.handle.net/11455/99153
DOI: 10.1002/qre.2257
Appears in Collections:統計學研究所

Files in This Item:
File Description SizeFormat Existing users please Login
164.pdf549.1 kBAdobe PDFThis file is only available in the university internal network    Request a copy
Show full item record
 

Google ScholarTM

Check

Altmetric

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.