Event-Driven Probabilistic Constraint Programming

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Event-Driven Probabilistic Constraint Programming
Real-life management decisions are usually made in uncertain environments, and decision support systems that ignore this uncertainty are unlikely to provide realistic guidance. We show that previous approaches fail to provide appropriate support for reasoning about reliability under uncertainty. We propose a new framework that addresses this issue by allowing logical dependencies between constraints. Reliability is then defined in terms of key constraints called "events", which are related to other constraints via these dependencies. We illustrate our approach on three problems, contrast it with existing frameworks, and discuss future developments. Key words Event-Driven
Armagan Tarim, Brahim Hnich, Steven David Prestwic
Added 20 Aug 2010
Updated 20 Aug 2010
Type Conference
Year 2006
Authors Armagan Tarim, Brahim Hnich, Steven David Prestwich
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