| Asymptotic Analyses for Comple Contributor(s): Mavromatidis (Author) |
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ISBN: 1786305569 ISBN-13: 9781786305565 Publisher: John Wiley & Sons OUR PRICE: $169.05 Product Type: Hardcover - Other Formats Published: November 2020 |
| Additional Information |
| BISAC Categories: - Mathematics | Probability & Statistics - Stochastic Processes - Computers | Mathematical & Statistical Software |
| Physical Information: 0.56" H x 6.14" W x 9.21" (1.13 lbs) 240 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This book analyzes stochastic evolutionary models under the impulse of diffusion, as well as Markov and semi-Markov switches. Models are investigated under the conditions of classical and non-classical (Levy and Poisson) approximations in addition to jumping stochastic approximations and continuous optimization procedures. Among other asymptotic properties, particular attention is given to weak convergence, dissipativity, stability and the control of processes and their generators. Weak convergence of stochastic processes is usually proved by verifying two conditions: the tightness of the distributions of the converging processes, which ensures the existence of a converging subsequence, and the uniqueness of the weak limit. Achieving the limit can be done on the semigroups that correspond to the converging process as well as on appropriate generators. While this provides the convergence of generators, a natural question arises concerning the uniqueness of a limit semigroup. |