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Perkkiö, Ari-Pekka ORCID logoORCID: https://orcid.org/0000-0002-9787-0330 und Pennanen, Teemu (2018): Convex integral functionals of processes of bounded variation. In: Journal of Convex Analysis, Bd. 25, Nr. 1: S. 161-179

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Abstract

This article characterizes conjugates and subdifferentials of convex integral functionals over the linear space of stochastic processes of essentially bounded variation (BV) when the space is identified with the Banach dual of the space of regular processes. Our proofs are based on new results on the interchange of integration and minimization of integral functionals over BV processes. Under mild conditions, the domain of the conjugate is shown to be contained in the space of semimartingales which leads to several applications in the duality theory in stochastic control and mathematical finance.

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