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High Quality Content by WIKIPEDIA articles! The scenario approach or scenario optimization approach is a technique for obtaining solutions to robust optimization and chance-constrained optimization problems based on randomization of the constraints. The technique has existed for decades as a heuristic approach, but the field has been given a systematic theoretical foundation only recently thanks to some important achievements by Marco Campi, Giuseppe Calafiore, Simone Garatti and Maria Prandini.