English, Article edition: Multi-objective integer programming: A general approach for generating all non-dominated solutions Özlen, Melih; Azizoglu, Meral

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Physical Description
  • article
Language
  • English

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Title
  • Multi-objective integer programming: A general approach for generating all non-dominated solutions
Author
  • Özlen, Melih
  • Azizoglu, Meral
Physical Description
  • article
Notes
  • In this paper we develop a general approach to generate all non-dominated solutions of the multi-objective integer programming (MOIP) Problem. Our approach, which is based on the identification of objective efficiency ranges, is an improvement over classical [epsilon]-constraint method. Objective efficiency ranges are identified by solving simpler MOIP problems with fewer objectives. We first provide the classical [epsilon]-constraint method on the bi-objective integer programming problem for the sake of completeness and comment on its efficiency. Then present our method on tri-objective integer programming problem and then extend it to the general MOIP problem with k objectives. A numerical example considering tri-objective assignment problem is also provided.
  • Multiple objective programming Integer programming
  • RePEc:eee:ejores:v:199:y:2009:i:1:p:25-35
Language
  • English
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