Innovation Approach To Random Fields, An: Application Of White Noise Theory
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A01=Si Si
A01=Takeyuki Hida
Author_Si Si
Author_Takeyuki Hida
Category=PBF
Category=PBKD
Category=PBKJ
Category=PBT
Category=PBWL
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Product details
- ISBN 9789812380951
- Publication Date: 16 Jul 2004
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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A random field is a mathematical model of evolutional fluctuating complex systems parametrized by a multi-dimensional manifold like a curve or a surface. As the parameter varies, the random field carries much information and hence it has complex stochastic structure.The authors of this book use an approach that is characteristic: namely, they first construct innovation, which is the most elemental stochastic process with a basic and simple way of dependence, and then express the given field as a function of the innovation. They therefore establish an infinite-dimensional stochastic calculus, in particular a stochastic variational calculus. The analysis of functions of the innovation is essentially infinite-dimensional. The authors use not only the theory of functional analysis, but also their new tools for the study.
