Stochastic dynamics, filtering, and optimization / (Record no. 68256)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02059nam a22003618i 4500 |
| 001 - CONTROL NUMBER | |
| control field | CR9781316863107 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220711202538.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 160527s2017||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781316863107 (ebook) |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 519.2 |
| 100 1# - AUTHOR NAME | |
| Author | Roy, Debasish Kumar, |
| 245 10 - TITLE STATEMENT | |
| Title | Stochastic dynamics, filtering, and optimization / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (xxxvii, 709 pages) : |
| 500 ## - GENERAL NOTE | |
| Remark 1 | Title from publisher's bibliographic system (viewed on 12 Feb 2018). |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Targeted at graduate students, researchers and practitioners in the field of science and engineering, this book gives a self-contained introduction to a measure-theoretic framework in laying out the definitions and basic concepts of random variables and stochastic diffusion processes. It then continues to weave into a framework of several practical tools and applications involving stochastic dynamical systems. These include tools for the numerical integration of such dynamical systems, nonlinear stochastic filtering and generalized Bayesian update theories for solving inverse problems and a new stochastic search technique for treating a broad class of non-convex optimization problems. MATLAB® codes for all the applications are uploaded on the companion website. |
| 700 1# - AUTHOR 2 | |
| Author 2 | G., Visweswara Rao |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1017/9781316863107 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cambridge : |
| -- | Cambridge University Press, |
| -- | 2017. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Random variables |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Probabilities |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Stochastic processes |
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