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Conditional expectation of integrands and random sets
Authors:A. Truffert
Affiliation:(1) AVAMAC, 66025 Perpignan Cedex, France
Abstract:The conditional expectation of integrands and random sets is the main tool of stochastic optimization. This work wishes to make up for the lack of real synthesis about this subject. We improve the existing hypothesis and simplify the corresponding proofs. In the convex case we especially study the problem of the exchange of conditional expectation and subdifferential operators.
Keywords:Integrand  random set  conditional expectation  selection  indicator function  support function  polar function  tangent cone  normal cone  directional derivative  subdifferential
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