Interactive compromise hypersphere method and its applications

Interactive compromise hypersphere method and its applications

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Article ID: iaor20127608
Volume: 46
Issue: 3
Start Page Number: 235
End Page Number: 252
Publication Date: Jul 2012
Journal: RAIRO - Operations Research
Authors:
Keywords: decision, combinatorial optimization
Abstract:

The paper focuses on multi‐criteria problems. It presents the interactive compromise hypersphere method with sensitivity analysis as a decision tool in multi‐objective programming problems. The method is based on finding a hypersphere (in the criteria space) which is closest to the set of chosen nondominated solutions. The proposed modifications of the compromise hypersphere method are based on using various metrics and analyzing their influence on the original method. Applications of the proposed method are presented in four multi‐criteria problems: the assignment problem, the knapsack problem, the project management problem and the manufacturing problem.

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