Composition of Credal Sets via Polyhedral Geometry

May 05, 2017 Β· Declared Dead Β· πŸ› arXiv.org

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Authors JiΕ™ina VejnarovΓ‘, VΓ‘clav KratochvΓ­l arXiv ID 1705.03352 Category cs.AI: Artificial Intelligence Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
Recently introduced composition operator for credal sets is an analogy of such operators in probability, possibility, evidence and valuation-based systems theories. It was designed to construct multidimensional models (in the framework of credal sets) from a system of low- dimensional credal sets. In this paper we study its potential from the computational point of view utilizing methods of polyhedral geometry.
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