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Information theory and stochastics for multiscale nonlinear systems

Author: Andrew Majda; Rafail V Abramov; Marcus J Grote
Publisher: Providence, RI : American Mathematical Society, ©2005.
Series: CRM monograph series, v. 25.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This book introduces mathematicians to the emerging mathematical interplay between ideas from stochastics and information theory and important practical issues in studying complex multiscale nonlinear systems. It emphasizes the serendipity between modern applied mathematics and applications where rigorous analysis, the development of qualitative and/or asymptotic models, and numerical modeling all interact to  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Andrew Majda; Rafail V Abramov; Marcus J Grote
ISBN: 0821838431 9780821838433
OCLC Number: 60644881
Description: viii, 133 pages : illustrations ; 26 cm.
Contents: Overview on multiscale modeling in complex nonlinear systems references --
Ch. 1. Information theory, predictability, Jupiter's great red spot, and equilibrium statistical mechanics --
Ch. 2. The fluctuation-dissipation theorem for complex nonlinear systems --
Ch. 3. Mathematical strategies for stochastic mode reduction in climate.
Series Title: CRM monograph series, v. 25.
Responsibility: Andrew J. Majda, Rafail V. Abramov, Marcus J. Grote.

Abstract:

Emphasizes the serendipity between modern applied mathematics and applications where rigorous analysis, the development of qualitative and/or asymptotic models, and numerical modeling interact to  Read more...

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