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Multiobjective combinatorial optimization problems with a cost and several bottleneck objective functions: An algorithm with reoptimization

delete2012-09-01
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PRE
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C
Cláudio Thomás Bornstein
N
Nelson Maculan
M
Marta Pascoal *
DOI:10.1016/j.cor.2011.09.006delete
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Abstract

Abstract

En 中文
This paper addresses multicriteria combinatorial optimization problems involving one cost and several bottleneck objective functions. An algorithm is developed which generates the minimal complete set of Pareto-optimal solutions. This algorithm runs in polynomial time as long as the single objective problem considering only the cost function can be solved polynomially. A reoptimization procedure is used to accelerate the convergence of the algorithm. Applications are given. Computational results on randomly generated instances and planar grid graphs concerning the minimum cost spanning tree and the shortest path problem are presented. (C) 2011 Elsevier Ltd. All rights reserved.
Keywords:
Multicriteria combinatorial optimization
Pareto-optimal solution
Bottleneck function
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Computers and Operations Research
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6.5K
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universidade federal de goias
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Universidade Federal do Rio de Janeiro
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universidade de coimbra
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