Probabilistic and Stochastic Methods in Analysis, with Applications (Paperback, Softcover reprint of the original 1st ed. 1992)

Probability has been an important part of mathematics for more than three centuries. Moreover, its importance has grown in recent decades, since the computing power now widely available has allowed probabilistic and stochastic techniques to attack problems such as speech and image processing, geophysical exploration, radar, sonar, etc. -- all of which are covered here. The book contains three exceptionally clear expositions on wavelets, frames and their applications. A further extremely active current research area, well covered here, is the relation between probability and partial differential equations, including probabilistic representations of solutions to elliptic and parabolic PDEs. New approaches, such as the PDE method for large deviation problems, and stochastic optimal control and filtering theory, are beginning to yield their secrets. Another topic dealt with is the application of probabilistic techniques to mathematical analysis. Finally, there are clear explanations of normal numbers and dynamic systems, and the influence of probability on our daily lives.

General

Imprint:	Springer
Country of origin:	Netherlands
Series:	NATO Science Series C, 372
Release date:	October 2012
First published:	1992
Editors:	J.S. Byrnes • Kathryn A. Hargreaves • Karl Berry
Dimensions:	240 x 160 x 36mm (L x W x T)
Format:	Paperback
Pages:	699
Edition:	Softcover reprint of the original 1st ed. 1992
ISBN-13:	978-9401052399
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Functional analysis Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General Promotions
LSN:	9401052395
Barcode:	9789401052399

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