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Risk Neutral Reformulation Approach to Risk Averse Stochastic Programming

Published 4 Jan 2019 in math.OC | (1901.01302v4)

Abstract: The aim of this paper is to show that in some cases risk averse multistage stochastic programming problems can be reformulated in a form of risk neutral setting. This is achieved by a change of the reference probability measure making ``bad" (extreme) scenarios more frequent. As a numerical example we demonstrate advantages of such change-of-measure approach applied to the Brazilian Interconnected Power System operation planning problem.

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