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An interactive weight space reduction procedure for nonlinear multiple objective mathematical programming.

Authors :
Mackin, Patrick D.
Roy, Asim
Wallenius, Jyrki
Source :
Mathematical Programming; Apr2011, Vol. 127 Issue 2, p425-444, 20p, 4 Charts
Publication Year :
2011

Abstract

To make a decision that is defined by multiple, conflicting objectives it is necessary to know the relative importance of the different objectives. In this paper we present an interactive method and the underlying theory for solving multiple objective mathematical programming problems defined by a convex feasible region and concave, continuously differentiable objective functions. The relative importance of the different objectives for a decision maker is elicited by using binary comparisons of objective function vectors. The method is cognitively easy to use and in test problems has rapidly converged to an optimal solution. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00255610
Volume :
127
Issue :
2
Database :
Complementary Index
Journal :
Mathematical Programming
Publication Type :
Academic Journal
Accession number :
59223196
Full Text :
https://doi.org/10.1007/s10107-009-0293-6