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


An Introduction to Kolmogorov Complexity and Its Applications

简体网页||繁体网页
Ming Li
Springer
2008-11-21
792
USD 84.95
Hardcover
9780387339986

图书标签: Math  Information_Theory  计算机  数学  教材  复杂性  Kolmogorov_Complexity  CS   


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发表于2024-12-23

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 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

'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 Logic". 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.

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

著者简介

李明,http://www.cs.uwaterloo.ca/~mli/),加拿大计算生物学(生物信息学)学会主席,现任加拿大滑铁卢大学计算机系教授。

Paul Vitanyi,(http://homepages.cwi.nl/~paulv/),荷兰阿姆斯特丹大学计算机系教授。


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