Simulation of Stochastic Processes with Given Accuracy and Re... - 9781785482175

Simulation of Stochastic Processes with Given Accuracy and ReliabilityAuthor(s): Yuriy V. Kozachenko, Oleksandr O. Pogorilyak, Iryna V. Rozora, Antonina M. Tegza\nFormat: Hardback\nPublisher: ISTE Press Ltd - Elsevier Inc, United Kingdom\nImprint: ISTE Press Ltd - Elsevier Inc\nISBN-13: 9781785482175, 978-1785482175\nSynopsis\nSimulation has now become an integral part of research and development across many fields of study. Despite the large amounts of literature in the field of simulation and modeling, one recurring problem is the issue of accuracy and confidence level of constructed models. By outlining the new approaches and modern methods of simulation of stochastic processes, this book provides methods and tools in measuring accuracy and reliability in functional spaces. The authors explore analysis of the theory of Sub-Gaussian (including Gaussian one) and Square Gaussian random variables and processes and Cox processes. Methods of simulation of stochastic processes and fields.