Sinha, Ankur ; Korhonen, Pekka ; Wallenius, Jyrki ; Deb, Kalyanmoy (2010) An interactive evolutionary multi-objective optimization method based on polyhedral cones Lecture Notes in Computer Science, 6073 . pp. 318-332. ISSN 0302-9743
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Official URL: http://www.springerlink.com/content/8620805592hr65...
Related URL: http://dx.doi.org/10.1007/978-3-642-13800-3_33
Abstract
This paper suggests a preference based methodology, where the information provided by the decision maker in the intermediate runs of an evolutionary multi-objective optimization algorithm is used to construct a polyhedral cone. This polyhedral cone is used to eliminate a part of the search space and conduct a more focussed search. The domination principle is modified, to look for better solutions lying in the region of interest. The search is terminated by using a local search based termination criterion. Results have been presented on two to five objective problems and the efficacy of the procedure has been tested.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to Springer. |
| Keywords: | Evolutionary Multi-objective Optimization; Multiple Criteria Decision-making; Interactive Multi-objective Optimization; Sequential Quadratic Programming; Preference Based Multi-objective Optimization |
| ID Code: | 81019 |
| Deposited On: | 03 Feb 2012 11:47 |
| Last Modified: | 03 Feb 2012 11:47 |
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