Probabilistic feasibility guarantees for convex scenario programs with an arbitrary number of discarded constraints

Discarding constraints in scenario optimization, a technique known as the sampling-and-discarding scheme, allows the decision maker to trade feasibility to performance. Recently, a removal scheme with a less conservative bound on the constraint violation probability of the final decision has been pr...

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Main Authors: Romao, L, Margellos, KN, Papachristodoulou, A
格式: Journal article
语言:English
出版: Elsevier 2023