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Stability and accuracy functions in multicriteria linear combinatorial optimization problems
Authors:Marek Libura  Yury Nikulin
Institution:(1) System Research Institute, Polish Academy of Sciences, Warsaw, Poland;(2) Business Administration Institute, Christian-Albrechts-University, Olshausenstr. 40, Kiel, 24098, Germany
Abstract:We consider a vector linear combinatorial optimization problem in which initial coefficients of objective functions are subject to perturbations. For Pareto and lexicographic principles of efficiency we introduce appropriate measures of the quality of a given feasible solution. These measures correspond to so-called stability and accuracy functions defined earlier for scalar optimization problems. Then we study properties of such functions and calculate the maximum norms of perturbations for which an efficient solution preserves the efficiency. This work was partially supported through NATO Science Fellowship grant.
Keywords:Multicriteria optimization  Sensitivity analysis  Stability and accuracy  Pareto and lexicographic optima
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