Query Optimization Properties of Modified VBS

September 26, 2019 Β· Declared Dead Β· πŸ› arXiv.org

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Authors MieczysΕ‚aw A. KΕ‚opotek, SΕ‚awomir T. WierzchoΕ„ arXiv ID 1909.12032 Category cs.AI: Artificial Intelligence Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
Valuation-Based~System can represent knowledge in different domains including probability theory, Dempster-Shafer theory and possibility theory. More recent studies show that the framework of VBS is also appropriate for representing and solving Bayesian decision problems and optimization problems. In this paper after introducing the valuation based system (VBS) framework, we present Markov-like properties of VBS and a method for resolving queries to VBS.
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