An innovation approach to random fields : application of white noise theory /

A random field is a mathematical model of evolutional fluctuatingcomplex systems parametrized by a multi-dimensional manifold like acurve or a surface. As the parameter varies, the random field carriesmuch information and hence it has complex stochastic structure. The authors of this book use an app...

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Chi tiết về thư mục
Tác giả chính: Takeyuki, Hida
Tác giả khác: Si, Si
Định dạng: Licensed eBooks
Ngôn ngữ:Tiếng Anh
Được phát hành: Singapore ; London : World Scientific, ©2004.
Truy cập trực tuyến:https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=137586
Mục lục:
  • Preface; Contents; 1. Introduction; 2. White Noise; 3. Poisson Noise; 4. Random Fields; 5 Gaussian Random Fields; 6 Some Non-Gaussian Random Fields; 7 Variational Calculus For Random Fields; 8 Innovation Approach; 9 Reversibility; 10 Applications; Appendix; Epilogue; List of Notations; Bibliography; Index.