Hardcover. Many natural phenomena ranging from climate through to biology are described by complex dynamical systems. Getting information about these phenomena involves filtering noisy data and prediction based on incomplete information (complicated by the sheer number of parameters involved), and often we need to do this in real time, for example for weather forecasting or pollution control. All this is further complicated by the sheer number of parameters involved leading to further problems associated with the 'curse of dimensionality' and the 'curse of small ensemble size' The authors develop, for the first time in book form, a systematic perspective on all these issues from the standpoint of applied mathematics. The book contains enough background material from filtering, turbulence theory and numerical analysis to make the presentation self-contained and suitable for graduate courses as well as for researchers in a range of disciplines where applied mathematics is required to enlighten observations and models. The authors develop a systematic applied mathematics perspective on the problems associated with filtering complex turbulent systems. The book contains background material from filtering, turbulence theory and numerical analysis, making it suitable for graduate courses as well as for researchers in a range of disciplines where applied mathematics is required. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

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Titolo: Filtering Complex Turbulent Systems (Hardcover)
Editore: Cambridge University Press, Cambridge
Data di pubblicazione: 2012
Lingua: Inglese
ISBN 10: 1107016665
ISBN 13: 9781107016668
Rilegatura: Hardcover
Condizione: new

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Riassunto

The authors develop a systematic applied mathematics perspective on the problems associated with filtering complex turbulent systems.

Informazioni sugli autori

Andrew J. Majda is the Morse Professor of Arts and Sciences at the Courant Institute of New York University.

John Harlim is Assistant Professor in the Department of Mathematics at North Carolina State University.

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