Download e-book for kindle: An Introduction to Kolmogorov Complexity and Its by Ming Li,Paul M.B. Vitányi

By Ming Li,Paul M.B. Vitányi

ISBN-10: 0387339981

ISBN-13: 9780387339986

ISBN-10: 1489984453

ISBN-13: 9781489984456

“The publication is exceptional and admirable in lots of respects. ... is critical interpreting for all types of readers from undergraduate scholars to best experts within the field.” magazine of Symbolic Logic

Written by way of specialists within the box, this can be the one entire and unified remedy of the critical rules and functions of Kolmogorov complexity. The publication offers a radical therapy of the topic with quite a lot of illustrative purposes. Such purposes contain the randomness of finite items or limitless sequences, Martin-Loef assessments for randomness, info idea, computational studying conception, the complexity of algorithms, and the thermodynamics of computing. it is going to be excellent for complicated undergraduate scholars, graduate scholars, and researchers in computing device technological know-how, arithmetic, cognitive sciences, philosophy, synthetic intelligence, facts, and physics. The booklet is self-contained in that it includes the elemental necessities from arithmetic and laptop technological know-how. incorporated also are quite a few challenge units, reviews, resource references, and tricks to suggestions of difficulties. New issues during this variation contain Omega numbers, Kolmogorov–Loveland randomness, common studying, verbal exchange complexity, Kolmogorov's random graphs, time-limited common distribution, Shannon info and others.

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An Introduction to Kolmogorov Complexity and Its Applications (Texts in Computer Science) by Ming Li,Paul M.B. Vitányi

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