An Introduction to Kolmogorov Complexity and Its Applications (Texts in Computer Science)

Li, Ming; Vit�nyi, Paul M.B.

ISBN 10: 1489984453 ISBN 13: 9781489984456

Edit� par Springer, 2014

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Written by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative applications. Such applications include the randomness of finite objects or infinite sequences, Martin-Loef tests for randomness, information theory, computational learning theory, the complexity of algorithms, and the thermodynamics of computing. It will be ideal for advanced undergraduate students, graduate students, and researchers in computer science, mathematics, cognitive sciences, philosophy, artificial intelligence, statistics, and physics. The book is self-contained in that it contains the basic requirements from mathematics and computer science. Included are also numerous problem sets, comments, source references, and hints to solutions of problems. New topics in this edition include Omega numbers, Kolmogorov-Loveland randomness, universal learning, communication complexity, Kolmogorov's random graphs, time-limited universal distribution, Shannon information and others.

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Titre : An Introduction to Kolmogorov Complexity and...
�diteur : Springer
Date d'�dition : 2014
Reliure : Couverture souple
Etat : New
Edition : 3�me �dition

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An Introduction to Kolmogorov Complexity and Its Applications

Vit�nyi, Paul M. B.

Edit� par Springer US, 2014

ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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Etat : Gut. Zustand: Gut | Seiten: 820 | Sprache: Englisch | Produktart: B�cher | �The book is outstanding and admirable in many respects. . is necessary reading for all kinds of readers from undergraduate students to top authorities in the field.� Journal of Symbolic LogicWritten by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative applications. Such applications include the randomness of finite objects or infinite sequences, Martin-Loef tests for randomness, information theory, computational learning theory, the complexity of algorithms, and the thermodynamics of computing. It will be ideal for advanced undergraduate students, graduate students, and researchers in computer science, mathematics, cognitive sciences, philosophy, artificial intelligence, statistics, and physics. The book is self-contained in that it contains the basic requirements from mathematics and computerscience. Included are also numerous problem sets, comments, source references, and hints to solutions of problems. New topics in this edition include Omega numbers, Kolmogorov�Loveland randomness, universal learning, communication complexity, Kolmogorov's random graphs, time-limited universal distribution, Shannon information and others. N� de r�f. du vendeur 25208174/3

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An Introduction to Kolmogorov Complexity and Its Applications

Ming Li (u. a.)

Edit� par Springer, 2014

ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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An Introduction to Kolmogorov Complexity and Its Applications

Ming Li|Paul M.B. Vit�nyi

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ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Develops Kolmogorov theory in detail and outlines the wide range of illustrative applicationsPresents recent, major results in the field topics include, Omega numbers, Kolmogorov-Loveland randomness, universal learning, communication complexity, . N� de r�f. du vendeur 11466685

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An Introduction to Kolmogorov Complexity and Its Applications

Paul M. B. Vit�nyi

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ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -'The book is outstanding and admirable in many respects. . is necessary reading for all kinds of readers from undergraduate students to top authorities in the field.' Journal of Symbolic LogicWritten by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative applications. Such applications include the randomness of finite objects or infinite sequences, Martin-Loef tests for randomness, information theory, computational learning theory, the complexity of algorithms, and the thermodynamics of computing. It will be ideal for advanced undergraduate students, graduate students, and researchers in computer science, mathematics, cognitive sciences, philosophy, artificial intelligence, statistics, and physics. The book is self-contained in that it contains the basic requirements from mathematics and computer science. Included are also numerous problem sets, comments, source references, and hints to solutions of problems. New topics in this edition include Omega numbers, Kolmogorov-Loveland randomness, universal learning, communication complexity, Kolmogorov's random graphs, time-limited universal distribution, Shannon information and others. 820 pp. Englisch. N� de r�f. du vendeur 9781489984456

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An Introduction to Kolmogorov Complexity and Its Applications (Texts in Computer Science)

Li, Ming; Vit�nyi, Paul M.B.

Edit� par Springer, 2014

ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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An Introduction to Kolmogorov Complexity and Its Applications (Texts in Computer Science)

Ming Li, Paul M.B. Vit�nyi

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ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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Introduction to Kolmogorov Complexity and Its Applications

Li, Ming; Vit�nyi, Paul M. B.

Edit� par Springer, 2014

ISBN 10 : 1489984453 ISBN 13 : 9781489984456

Neuf Couverture souple

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An Introduction to Kolmogorov Complexity and Its Applications

Paul M. B. Vit�nyi

Edit� par Springer New York, Springer US, 2014

ISBN 10 : 1489984453 ISBN 13 : 9781489984456

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 'The book is outstanding and admirable in many respects. . is necessary reading for all kinds of readers from undergraduate students to top authorities in the field.' Journal of Symbolic LogicWritten by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative applications. Such applications include the randomness of finite objects or infinite sequences, Martin-Loef tests for randomness, information theory, computational learning theory, the complexity of algorithms, and the thermodynamics of computing. It will be ideal for advanced undergraduate students, graduate students, and researchers in computer science, mathematics, cognitive sciences, philosophy, artificial intelligence, statistics, and physics. The book is self-contained in that it contains the basic requirements from mathematics and computerscience. Included are also numerous problem sets, comments, source references, and hints to solutions of problems. New topics in this edition include Omega numbers, Kolmogorov-Loveland randomness, universal learning, communication complexity, Kolmogorov's random graphs, time-limited universal distribution, Shannon information and others. N� de r�f. du vendeur 9781489984456

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