Global Formulation for Interactive Multiobjective Optimization
2011 (English)In: OR Spectrum, ISSN 0171-6468, Vol. 33, no 1, 27-48 p.Article in journal (Refereed) Published
Interactive methods are useful and realistic multiobjective optimization techniques and, thus, many such methods exist. However, they have two important drawbacks when using them in real applications. Firstly, the question of which method should be chosen is not trivial. Secondly, there are rather few practical implementations of the methods. We introduce a general formulation that can accommodate several interactive methods. This provides a comfortable implementation framework for a general interactive system. Besides, this implementation allows the decision maker to choose how to give preference information to the system, and enables changing it anytime during the solution process. This change-of-method option provides a very flexible framework for the decision maker.
Place, publisher, year, edition, pages
Springer-Verlag New York, 2011. Vol. 33, no 1, 27-48 p.
Multiple criteria decision making; Multiple objectives; Interactive methods; Preference information
IdentifiersURN: urn:nbn:se:kth:diva-65364DOI: 10.1007/s00291-008-0154-3ISI: 000287070500002OAI: oai:DiVA.org:kth-65364DiVA: diva2:483383
QC 201201272012-01-272012-01-252012-02-12Bibliographically approved