Manuel Kutschka
Broschiertes Buch

Robustness Concepts for Knapsack and Network Design Problems under Data Uncertainty. Gamma-, Multi-band, Submodular, and Recoverable Robustness

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This thesis is concerned with mathematical optimization under data uncertainty using mixed integer linear programming (MILP) techniques. Our investigations follow the deterministic paradigm known as robust optimization. It allows to tackle an uncertain variant of a problem without increasing its complexity in theory or decreasing its computational tractability in practice. We consider four robustness concepts for robust optimization and describe their parametrization, application, and evaluation. The concepts are ¿-robustness, its generalization multi-band robustness, the more general submodu...