| 期刊全称 | An Introduction to Kolmogorov Complexity and Its Applications | | 影响因子2023 | Ming Li,Paul Vitányi | | 视频video | | | 发行地址 | Develops Kolmogorov theory in detail and outlines the wide range of illustrative applications.Presents recent, major results in the field; topics include, Omega numbers, Kolmogorov-Loveland randomness | | 学科分类 | Texts in Computer Science | | 图书封面 |  | | 影响因子 | .“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 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 le | | Pindex | Textbook 20083rd edition |
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发表于 2025-3-21 16:22:45
