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Information-based Complexity
Language: en
Pages: 552
Authors: Joseph Frederick Traub
Categories: Computers
Type: BOOK - Published: 1988 - Publisher:

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This book provides a comprehensive treatment of information-based complexity, the branch of computational complexity that deals with the intrinsic difficulty of
Multivariate Algorithms and Information-Based Complexity
Language: en
Pages: 158
Authors: Fred J. Hickernell
Categories: Mathematics
Type: BOOK - Published: 2020-06-08 - Publisher: Walter de Gruyter GmbH & Co KG

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The contributions by leading experts in this book focus on a variety of topics of current interest related to information-based complexity, ranging from functio
Complexity and Information
Language: en
Pages: 152
Authors: J. F. Traub
Categories: Computers
Type: BOOK - Published: 1998-12-10 - Publisher: Cambridge University Press

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The twin themes of computational complexity and information pervade this 1998 book. It starts with an introduction to the computational complexity of continuous
Information and Complexity in Statistical Modeling
Language: en
Pages: 145
Authors: Jorma Rissanen
Categories: Mathematics
Type: BOOK - Published: 2007-12-15 - Publisher: Springer Science & Business Media

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No statistical model is "true" or "false," "right" or "wrong"; the models just have varying performance, which can be assessed. The main theme in this book is t
An Introduction to Kolmogorov Complexity and Its Applications
Language: en
Pages: 655
Authors: Ming Li
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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Briefly, we review the basic elements of computability theory and prob ability theory that are required. Finally, in order to place the subject in the appropria