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Which efficient solution in multi objective programming problem should be taken?
- Source :
- Central European Journal of Operations Research. 29:967-987
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- In practical problems, which can be stated in the form of multi objective programming problem, we have usually a large set of efficient solutions. So, which solution from this set should be taken, appears as a natural question here. In the paper we propose some sustainable principles and simple numerical method for such choice. The method respects aspirations and priorities of decision makers and enables iterations for possible improvement of the solution. In this way decision makers can clearly understand why a particular solution is obtained and when and how it can be improved. The features of the method are explained by a practical example. An applications to bilevel programming problems are also presented, where the both side mapping, between the set of efficient solutions and the set of all possible priorities, is shown. It is illustrated in detail through several linear and nonlinear examples.
- Subjects :
- Mathematical optimization
021103 operations research
Computer science
Numerical analysis
Objective programming
0211 other engineering and technologies
Multi-objective-programming-problem
Efficient -olution
Priority
Apiration
Bilevel-rogramming-problem
02 engineering and technology
Management Science and Operations Research
Bilevel optimization
Method of undetermined coefficients
Set (abstract data type)
Nonlinear system
Large set (Ramsey theory)
Simple (abstract algebra)
Subjects
Details
- ISSN :
- 16139178 and 1435246X
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- Central European Journal of Operations Research
- Accession number :
- edsair.doi.dedup.....df64c2e5e435f0e63904c7606c48caf2