| Control of Spatially Structured Random Processes and Random Fields with Applications 2006 Edition Contributor(s): Chornei, Ruslan K. (Author), Daduna, Hans (Author), Knopov, Pavel S. (Author) |
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ISBN: 1489992448 ISBN-13: 9781489992444 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: December 2014 |
| Additional Information |
| BISAC Categories: - Mathematics | Applied - Mathematics | Game Theory - Mathematics | Linear & Nonlinear Programming |
| Dewey: 519.2 |
| Series: Nonconvex Optimization and Its Applications |
| Physical Information: 0.58" H x 6.14" W x 9.21" (0.86 lbs) 262 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This book is devoted to the study and optimization of spatiotem- ral stochastic processes. These are processes that simultaneously - velop in space and time under random influences. Such processes - cur almost everywhere when the global behavior of complex systems is studied, e.g., in physical and technical systems, population dynamics, neural networks, computer and telecommunication networks, complex production networks and flexible manufacturing systems, logistic n- works and transportation systems, environmental engineering, climate modeling and prediction, earth surface models, and so on. In the study of spatiotemporal stochastic processes the classical c- cepts of random fields (which are models for spatially distributed r- dom phenomena) and of stochastic processes (hich are usually thought to describe the evolution over time of systems under random influences) converge. Over the last twenty years, many research monographs were written with emphasis on this unifying point of view, as were a huge number of articles and papers on this subject |