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Generic Inference - Pouly, Kohlas
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Generic Inference - encadernado, livro de bolso

2011, ISBN: 9780470527016

Gebunden, 486 Seiten, 240mm x 161mm x 31mm, Sprache(n): eng This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide appli… mais…

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Generic Inference - Pouly, Marc Kohlas, Juerg
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Pouly, Marc Kohlas, Juerg:

Generic Inference - primeira edição

2011, ISBN: 9780470527016

Edição encadernada

[ED: Gebunden], [PU: Wiley & Sons Wiley], This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area, showi… mais…

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Generic Inference - Marc Pouly Juerg Kohlas
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Marc Pouly Juerg Kohlas:
Generic Inference - primeira edição

2011

ISBN: 9780470527016

Edição encadernada

[ED: Gebunden], [PU: John Wiley & Sons], Marc Pouly, PhD, received the Award for Outstanding PhD Thesis in Computer Science at the University of Fribourg (Switzerland), in 2008. He was vi… mais…

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Generic Inference - Marc Pouly; Juerg Kohlas
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Marc Pouly; Juerg Kohlas:
Generic Inference - encadernado, livro de bolso

2011, ISBN: 9780470527016

A Unifying Theory for Automated Reasoning, Buch, Hardcover, [PU: John Wiley & Sons Inc], John Wiley & Sons Inc, 2011

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Pouly; Kohlas:
Generic Inference - encadernado, livro de bolso

2011, ISBN: 0470527013

Gebundene Ausgabe Diskret (mathematisch), TECHNOLOGY & ENGINEERING / Electronics / General, mit Schutzumschlag 11, [PU:John Wiley & Sons]

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Generic Inference
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9780470527016


This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area, showing that all these tasks can be performed by a single generic inference algorithm. Written by the leading international authority on the topic, it includes an algebraic perspective (study of the valuation algebra framework), an algorithmic perspective (study of the generic inference schemes) and a "practical" perspective (formalisms and applications). Researchers in a number of fields including artificial intelligence, operational research, databases and other areas of computer science; graduate students; and professional programmers of inference methods will benefit from this work.

Dados detalhados do livro - Generic Inference


EAN (ISBN-13): 9780470527016
ISBN (ISBN-10): 0470527013
Livro de capa dura
Ano de publicação: 2011
Editor/Editora: John Wiley & Sons Inc
452 Páginas
Peso: 0,874 kg
Língua: eng/Englisch

Livro na base de dados desde 2009-08-07T16:04:08+01:00 (Lisbon)
Página de detalhes modificada pela última vez em 2024-04-15T12:21:13+01:00 (Lisbon)
Número ISBN/EAN: 9780470527016

Número ISBN - Ortografia alternativa:
0-470-52701-3, 978-0-470-52701-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: kohla, kohlas jürg
Título do livro: automated reasoning, generic

Dados da editora

Autor: Marc Pouly; Juerg Kohlas
Título: Generic Inference - A Unifying Theory for Automated Reasoning
Editora: John Wiley & Sons
484 Páginas
Ano de publicação: 2011-05-10
Peso: 0,898 kg
Língua: Inglês
112,00 € (DE)
No longer receiving updates
162mm x 243mm x 30mm

BB; gebunden; Hardcover, Softcover / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik; Elektronik, Nachrichtentechnik; Decision Sciences; Diskrete Mathematik; Intelligent Systems & Agents; Business & Management; Wirtschaft u. Management; Discrete Mathematics; Intelligente Systeme u. Agenten; Electrical & Electronics Engineering; Elektrotechnik u. Elektronik; Theorie der Entscheidungsfindung; Mathematics; Mathematik; Intelligente Systeme u. Agenten; Diskrete Mathematik; Theorie der Entscheidungsfindung

A Rigorous Algebraic Study of the Most Popular Inference Formalisms This unique text provides a complete algebraic and algorithmic study of generic inference methods that are derived from the general valuation algebra framework, with special focus on the many practical applications in computer science. Written by the leading international authorities on the topic, Generic Inference is divided into three parts: * Part I defines the valuation algebra framework and gives a first catalog of practically important examples; explains the generic inference problem and surveys fundamental applications that require the solution of such problems with knowledge bases from different valuation algebras; develops generic algorithms for the solution of single- and multiple-query inference problems with arbitrary valuation algebras; and discusses issues related to complexity and optimization * Part II identifies several important families of valuation algebras derived from other mathematical structures--including soft constraints, path problems, linear systems, and logical structures--and uncovers the close relationship between valuation algebras and semiring theory * Part III discusses various applications of generic inference, with chapters dedicated to dynamic optimization, sparse matrix techniques, and linear systems with stochastic disturbances The text is accompanied by a large number of examples; at the end of every chapter are selected exercises and open research problems. A comprehensive bibliography on valuation algebras and local computation is provided, and all algorithms are developed mathematically and given in pseudo-code. Generic Inference is designed for researchers in a number of fields, including artificial intelligence, operational research, databases, and other areas of computer science; graduate students and other researchers interested in general reasoning frameworks; and professional programmers of inference methods.

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