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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
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
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
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
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