Ambiguity Set

In distributionally robust optimization, a set of probability distributions constructed around a nominal distribution, requiring decisions to perform well under all distributions within the set. Its size and shape influence the conservativeness of the resulting decisions, with larger ambiguity sets typically yielding more robust but more conservative solutions.