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Pralet, Cédric / Schiex, Thomas / Verfaillie, Gérard
Sequential Decision-Making Problems
Representation and Solution
ISTE

1. Edition - November 2009
132.- Euro
2009. 384 Pages, Hardcover
ISBN-10: 1-84821-174-0
ISBN-13: 978-1-84821-174-2 - John Wiley & Sons


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Short description
In the first part of this book, the authors introduce a generic algebraic framework that encompasses and unifies a large number of such formalisms. This formalism, called the Plausibility-Feasibility-Utility (PFU) framework, is based on algebraic structures, graphical models, and sequences of quantifications. This work on knowledge representation is completed by a work on algorithms for answering queries formulated in the PFU framework. The algorithms defined are based on variable elimination or tree search, and work on a new generic architecture for local computations called multi-operator cluster DAGs.


 
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