Dual decomposition schemes for multicriteria decision making

Dual decomposition schemes for multicriteria decision making

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Article ID: iaor1991781
Country: United Kingdom
Volume: 2
Start Page Number: 269
End Page Number: 279
Publication Date: Apr 1989
Journal: IMA Journal of Mathematics Applied in Business and Industry
Authors: ,
Keywords: programming: multiple criteria, programming: integer
Abstract:

This paper presents two interactive procedures for decision problems with multiple criteria and decentralized information. One is a resource-directive procedure and the other is a price-directive procedure. The procedures are completely general and make no presumptions about linearity or convexity. Nevertheless, successively improved upper and lower bounds on the optimal value are determined in each iterative step. Consequently, the communication is progressive. The procedures are illustrated in an example from integer programming.

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