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portada Numerical Modelling of Random Processes and Fields
Type
Physical Book
Publisher
Author
Year
1996
Language
English
Pages
252
Format
Hardcover
ISBN13
9783110460544
Edition No.
2018
Categories

Numerical Modelling of Random Processes and Fields

V. A. Ogorodnikov (Author) · De Gruyter · Hardcover

Numerical Modelling of Random Processes and Fields - V. A. Ogorodnikov

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Synopsis "Numerical Modelling of Random Processes and Fields "

Computer-aided modelling is one of the most effective means of getting to the root of a natural phenomenon and of predicting the consequences of human impact on the environment. General methods of numerical modelling of random processes have been effectively developed and the area of applications has rapidly expanded in recent years. This book deals with the development and investigation of numerical methods for simulation of random processes and fields. The book opens with a description of scalar and vector-valued Gaussian models, followed by non-Gaussian models. Furthermore, issues of convergence of approximate models of random fields are studied. The last part of this book is devoted to applications of stochastic modelling, in which new application areas such as simulation of meteorological processes and fields, sea surface undulation, and stochastic structure of clouds, are presented.

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