An Introduction to Kolmogorov Complexity and Its Applications pdf epub mobi txt 电子书下载 2024

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Paul Vitanyi

Springer-Verlag Berlin and Heidelberg GmbH & Co. K

1993-10

566

GBP 42.50

Hardcover

9783540940531

图书标签: 哲学

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发表于2024-11-18

An Introduction to Kolmogorov Complexity and Its Applications epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

An Introduction to Kolmogorov Complexity and Its Applications pdf epub mobi txt 电子书下载 2024

图书描述

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.

An Introduction to Kolmogorov Complexity and Its Applications 下载 mobi epub pdf txt 电子书