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Probabilistic and Stochastic Methods in Analysis, with Applications

Name: Probabilistic and Stochastic Methods in Analysis, with Applications
Brand: Springer
SKU: 01393781
Price: 304.89 EUR
Availability: InStock
Author: J.S. Byrnes
ISBN: 9780792318040

J.S. Byrnes

Kathryn A. Hargreaves

Karl Berry

Idioma

Inglés

Libro Tapa dura

Código Libristo: 01393781

Editores Springer, junio 1992

Probability has been an important part of mathematics for more than three centuries. Moreover, its i... Descripción completa

Código Libristo: 01393781

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304.89 €

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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.