Author : G. George Yin
Publisher : Springer Science & Business Media
ISBN 13 : 1441911057
Total Pages : 398 pages
Book Rating : 4.4/5 (419 download)
Book Synopsis Hybrid Switching Diffusions by : G. George Yin
Download or read book Hybrid Switching Diffusions written by G. George Yin and published by Springer Science & Business Media. This book was released on 2009-10-03 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book encompasses the study of hybrid switching di usion processes and their applications. The word \hybrid" signi es the coexistence of c- tinuous dynamics and discrete events, which is one of the distinct features of the processes under consideration. Much of the book is concerned with the interactions of the continuous dynamics and the discrete events. Our motivations for studying such processes originate from emerging and - isting applications in wireless communications, signal processing, queueing networks, production planning, biological systems, ecosystems, nancial engineering, and modeling, analysis, and control and optimization of lar- scale systems, under the in uence of random environments. Displaying mixture distributions, switching di usions may be described by the associated operators or by systems of stochastic di erential eq- tions together with the probability transition laws of the switching actions. We either have Markov-modulated switching di usions or processes with continuous state-dependent switching. The latter turns out to be much more challenging to deal with. Viewing the hybrid di usions as a number of di usions joined together by the switching process, they may be se- ingly not much di erent from their di usion counterpart. Nevertheless, the underlying problems become more di cult to handle, especially when the switching processes depend on continuous states. The di culty is due to the interaction of the discrete and continuous processes and the tangled and hybrid information pattern.