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Benson type algorithms for linear vector optimization and applications

Andreas Hamel, Andreas Löhne () and Birgit Rudloff

Journal of Global Optimization, 2014, vol. 59, issue 4, 836 pages

Abstract: New versions and extensions of Benson’s outer approximation algorithm for solving linear vector optimization problems are presented. Primal and dual variants are provided in which only one scalar linear program has to be solved in each iteration rather than two or three as in previous versions. Extensions are given to problems with arbitrary pointed solid polyhedral ordering cones. Numerical examples are provided, one of them involving a new set-valued risk measure for multivariate positions. Copyright Springer Science+Business Media New York 2014

Keywords: Vector optimization; Multiple objective optimization; Linear programming; Duality; Algorithms; Outer approximation; Set-valued risk measure; Transaction costs; 90C29; 90C05; 90-08; 91G99 (search for similar items in EconPapers)
Date: 2014
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DOI: 10.1007/s10898-013-0098-2

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