Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples

The so-called scenario approach offers an efficient framework to address uncertain optimisation problems with uncertainty represented by means of scenarios. The sampling-and-discarding approach within the scenario approach literature allows the decision maker to trade feasibility to performance. We...

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Bibliographic Details
Main Authors: Romao, L, Margellos, K, Papachristodoulou, A
Format: Conference item
Language:English
Published: Journal of Machine Learning Research 2021