Tightly Robust Optimization via Empirical Domain Reduction

29 Feb 2020Akihiro YabeTakanori Maehara

Data-driven decision-making is performed by solving a parameterized optimization problem, and the optimal decision is given by an optimal solution for unknown true parameters. We often need a solution that satisfies true constraints even though these are unknown... (read more)

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