An Introduction to Kolmogorov Complexity and Its Applications, 3
Publication year: 2008
ISBN: 978-0-387-49820-1
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Written by two experts in the field, this book is ideal for advanced undergraduate students, graduate students, and researchers in all fields of science. It is self-contained: it contains the basic requirements from mathematics, probability theory, statistics, information theory, and computer science. Included are history, theory, new developments, a wide range of applications, numerous (new) problem sets, comments, source references, and hints to solutions of problems. This is the only comprehensive treatment of the central ideas of Kolmogorov complexity and their applications.
Subject: Computer Science, Shannon, Symbol, algorithms, artificial intelligence, communication, complexity, computer, computer science, information information theory, intelligence, learning, learning theory, logic statistics, Applications of Mathematics, Coding and Information Theory, Theory of Computation, Algorithms, Statistical Theory and Methods, Pattern Recognition
