Simulation of Stochastic Processes With Given Accuracy and Reliability - Rilegato

Kozachenko, Yuriy V.; Pogorilyak, Oleksandr O.; Rozora, Iryna V.; Tegza, Antonina M.

Rilegato

ISBN 10: 1785482173 ISBN 13: 9781785482175

Casa editrice: Elsevier Science Ltd, 2016

Riassunto

Simulation 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 with given accuracy and reliability in some Banach spaces are also considered.

Su questo libro

Informazioni sull?autore

Yuriy Kozachenko is Professor at Taras Shevchenko National University of Kyiv, Ukraine. Doctor of Sciences in Physics and Mathematics, Laureate of the State Prize of Ukraine in Science and Technology Main scientific research interests relate to the study of the properties of random processes in various functional spaces, simulation and statistics of random processes, the theory of wavelet expansions of random processes. One of the founders of the theory of sub-Gaussian and f-subGaussian random processes, random processes from Orlicz spaces. Determination of accuracy and reliability of computer simulation of random processes. Author of over 300 scientific papers, several textbooks and seven monographs.

Dettagli dell'edizione

• Editore: Elsevier Science Ltd
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 1785482173
• ISBN 13: 9781785482175
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 346
• Contatto del produttore: non disponibile
• Persona responsabile: LSWR Group; b.criscuolo@lswr.it; ; Via Spadolini, 7; Milano; Italia