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Sequential Decision-Making Problems - Representation and Solution

Name: Sequential Decision-Making Problems - Representation and Solution
Brand: ISTE Ltd and John Wiley & Sons Inc
SKU: 01434026
Price: 72350 HUF
Availability: InStock
Author: Cédric Pralet
ISBN: 9781848211742

Cédric Pralet

Thomas Schiex

Gérard Verfaillie

Language

English

Book Hardback

Libristo code: 01434026

Publishers ISTE Ltd and John Wiley & Sons Inc, November 2009

Numerous formalisms have been designed to model and solve decision-making problems. Some formalisms,... Full description

Libristo code: 01434026

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Numerous formalisms have been designed to model and solve decision-making problems. Some formalisms, such as constraint networks, can express "simple" decision problems, while others take into account uncertainties (probabilities, possibilities...), unfeasible decisions, and utilities (additive or not).§In the first part of this book, we 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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About the book

Full name Sequential Decision-Making Problems - Representation and Solution

Author Cédric Pralet, Thomas Schiex, Gérard Verfaillie

Language

English

Binding Book - Hardback

Date of issue 2009

Number of pages 342

EAN 9781848211742

ISBN 1848211740

Libristo code 01434026

Publishers ISTE Ltd and John Wiley & Sons Inc

Weight 644

Dimensions 163 x 243 x 24

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