Using cutting planes in an interactive reference point approach for multiobjective integer linear programming problems

被引:14
作者
Alves, MJ [1 ]
Clímaco, J [1 ]
机构
[1] Univ Coimbra, INESC, Fac Econ, P-3000 Coimbra, Portugal
关键词
multicriteria analysis; integer programming; linear programming; cutting planes;
D O I
10.1016/S0377-2217(98)00269-0
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We propose an interactive approach for multiple objective integer linear programming (MOILP) problems that combines the use of the Tchebycheff metric with cutting plane techniques. At each interaction, the method computes the nondominated solution for the MOILP problem that is closest to a reference point according to the Tchebycheff metric. The information provided by the decision maker in each dialogue phase is used to adjust the next reference point through a sensitivity analysis stage. Cutting plane techniques enable the method to take advantage of computations performed at previous iterations to solve the next scalarizing integer program. We address both theoretical issues and the computational implementation. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:565 / 577
页数:13
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