Valuation-Based Systems for Bayesian Decision Analysis

This paper proposes a new method for representing and solving Bayesian decison problems. The representation is called a valuation-based system and has some similarities to influence diagrams. However, unlike influence diagrams which emphasize conditional independence among random variables, valuatio...

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Bibliographische Detailangaben
Veröffentlicht in:Operations Research. - Institute for Operations Research and the Management Sciences, 1956. - 40(1992), 3, Seite 463-484
1. Verfasser: Shenoy, Prakash P. (VerfasserIn)
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 1992
Zugriff auf das übergeordnete Werk:Operations Research
Schlagworte:Decision analysis, theory: representation, and solution using local computation Dynamic programming, Markov, finite state: solution using local computation Networks/graphs: representation for decision, optimization and probabilistic inference problems Decision Analysis, Bargaining and Negotiation Mathematics Economics Behavioral sciences Social sciences Physical sciences