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...

Полное описание

Библиографические подробности
Главные авторы: Romao, L, Margellos, K, Papachristodoulou, A
Формат: Conference item
Язык:English
Опубликовано: Journal of Machine Learning Research 2021