An Introduction to Kolmogorov Complexity and its Applications

Li, Ming & Paul Vitanyi

ISBN 10: 0387940537 ISBN 13: 9780387940533

Editorial: Springer, New York, 1993

Idioma: Ingl�s

Condici�n: Usado - Excelente Encuadernaci�n de tapa dura

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Descripci�n

Monographs In Computer Science; 9.5 X 7.4 X 1.5 inches; 546 pages.

N� de ref. del art�culo 56067

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Detalles bibliogr�ficos

T�tulo

An Introduction to Kolmogorov Complexity and its Applications

Editor

Springer, New York

Fecha de publicaci�n

1993

Idioma

Ingl�s

ISBN 10

0387940537

ISBN 13

9780387940533

Encuadernaci�n

Hardcover

Edici�n

First Edition.

Estado

Fine

Estado de la sobrecubierta

No Dust Jacket As Issued

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Sinopsis

With this book, the authors are trying to present in a unified treatment an introduction to the central ideas and their applications of the Kolmogorov Complexity, the theory dealing with the quantity of information in individual objects. This book is appropriate for either a one- or two-semester introductory course in departments of computer science, mathematics, physics, probability theory and statistics, artificial intelligence, and philosophy. Although the mathematical theory of Kolmogorov complexity contains sophisticated mathematics, the amount of math one needs to know to apply the notions in widely divergent areas, is very little. The authors' purpose is to develop the theory in detail and outline a wide range of illustrative applications. This book is an attempt to grasp the mass of fragmented knowledge of this fascinating theory. Chapter 1 is a compilation of material on the diverse notations and disciplines we draw upon in order to make the book self-contained. The mathematical theory of Kolmogorov complexity is treated in chapters 2-4; the applications are treated in chapters 4-8.

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