Multi-scenario multi-objective optimization with applications in engineering design

Margaret M. Wiecek, Vincent Y. Blouin, Georges M. Fadel, Alexander Engau, Brian J. Hunt, Vijay Singh

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24 Citations (Scopus)

Résumé

The notion of multi-scenario multi-objective optimization is proposed as a methodological framework for handling engineering design and other decision problems represented as a collection of multi-criteria optimization problems. Three specific research issues are discussed in this context, namely, the modelling of decision maker's preferences, the development of a concept of optimality, and the development of solution approaches to finding a preferred feasible solution for the overall problem. Two models of preferences that generalize the classical Pareto preference and two solution approaches to a class of multi-scenario multi-objective optimization problems are presented. Illustrative examples are included.

Langue d'origineEnglish
Titre de la publication principaleMultiobjective Programming and Goal Programming
Sous-titre de la publication principaleTheoretical Results and Practical Applications
ÉditeursVincent Barichard, Matthias Ehrgott, Xavier Gandibleux, Vincent T'Kindt
Pages283-298
Nombre de pages16
DOI
Statut de publicationPublished - 2009

Séries de publication

PrénomLecture Notes in Economics and Mathematical Systems
Volume618
ISSN (imprimé)0075-8442

ASJC Scopus Subject Areas

  • Mathematics (miscellaneous)
  • Economics, Econometrics and Finance (miscellaneous)

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