Title Probabilistic and Stochastic Methods in Analysis, with Applications Author(s) Byrnes, J.S;Hargreaves, Kathryn A;Berry, Karl Publication Dordrecht, Springer Netherlands, 1992. Description XI, 699 p : online resource Abstract Note 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 ISBN,Price 9789401127912 Keyword(s) 1. EBOOK 2. EBOOK - SPRINGER 3. FOURIER ANALYSIS 4. IMAGE PROCESSING 5. PROBABILITIES 6. Probability Theory and Stochastic Processes 7. SIGNAL PROCESSING 8. Signal, Image and Speech Processing 9. Speech processing systems 10. SYSTEM THEORY 11. Systems Theory, Control Item Type eBook Multi-Media Links Please Click here for eBook Circulation Data Accession#   Call# Status Issued To Return Due On Physical Location I04647     On Shelf