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Two-stage robust optimization, state-space representable uncertainty and applications

Michel Minoux (2014)

RAIRO - Operations Research - Recherche Opérationnelle

The present paper addresses the class of two-stage robust optimization problems which can be formulated as mathematical programs with uncertainty on the right-hand side coefficients (RHS uncertainty). The wide variety of applications and the fact that many problems in the class have been shown to be NP-hard, motivates the search for efficiently solvable special cases. Accordingly, the first objective of the paper is to provide an overview of the most important applications and of various polynomial...

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