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Compounding problem in an interactive multiple objective optimization method

Authors
Park, K. SamLee, Pyoungsoo
Issue Date
1-2월-2016
Publisher
ELSEVIER SCIENCE BV
Keywords
Multi-objective programming; Interactive method; Compounding problem
Citation
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, v.248, no.3, pp.1132 - 1135
Indexed
SCIE
SCOPUS
Journal Title
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume
248
Number
3
Start Page
1132
End Page
1135
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/89572
DOI
10.1016/j.ejor.2015.08.049
ISSN
0377-2217
Abstract
This note finds and resolves a compounding problem in the interactive multi-objective optimization method developed by Park and Shin (2012). The compounding problem means that the algorithm generates a solution unexpected by the decision maker. A concrete example of the compounding problem is demonstrated and, to remove the problem, an improved algorithm is then developed. We also show that the improved algorithm converges to the known optimal solutions faster than the earlier algorithm. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
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