Artikel
Multiple utility constrained multi-objective programs using Bayesian theory
A utility function is an important tool for representing a DM's preference. We adjoin utility functions to multi-objective optimization problems. In current studies, usually one utility function is used for each objective function. Situations may arise for a goal to have multiple utility functions. Here, we consider a constrained multi-objective problem with each objective having multiple utility functions. We induce the probability of the utilities for each objective function using Bayesian theory. Illustrative examples considering dependence and independence of variables are worked through to demonstrate the usefulness of the proposed model.
- Sprache
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Englisch
- Erschienen in
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Journal: Journal of Industrial Engineering International ; ISSN: 2251-712X ; Volume: 14 ; Year: 2018 ; Issue: 1 ; Pages: 111-118 ; Heidelberg: Springer
- Klassifikation
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Management
- Thema
-
Multi-objective program
Utility function
Bayesian theory
- Ereignis
-
Geistige Schöpfung
- (wer)
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Abbasian, Pooneh
Mahdavi-Amiri, Nezam
Fazlollahtabar, Hamed
- Ereignis
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Veröffentlichung
- (wer)
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Springer
- (wo)
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Heidelberg
- (wann)
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2018
- DOI
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doi:10.1007/s40092-017-0211-0
- Handle
- Letzte Aktualisierung
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10.03.2025, 11:43 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
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Objekttyp
- Artikel
Beteiligte
- Abbasian, Pooneh
- Mahdavi-Amiri, Nezam
- Fazlollahtabar, Hamed
- Springer
Entstanden
- 2018
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