Multiple utility constrained multi-objective programs using Bayesian theory

Artikel

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.

Object Details

• Language: Englisch

References and Relationships

• Bibliographic citation: Journal: Journal of Industrial Engineering International ; ISSN: 2251-712X ; Volume: 14 ; Year: 2018 ; Issue: 1 ; Pages: 111-118 ; Heidelberg: Springer

Classification and Topics

• Classification: Management
• Subject: Multi-objective program ; Utility function ; Bayesian theory

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Abbasian, Pooneh ; Mahdavi-Amiri, Nezam ; Fazlollahtabar, Hamed
• Event: Veröffentlichung
• (who): Springer
• (where): Heidelberg
• (when): 2018

Further information

• DOI: doi:10.1007/s40092-017-0211-0
• Handle: http://hdl.handle.net/10419/195595
• Last update: 10.03.2025, 11:43 AM CET