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Convolution-like Structures, Differential Operators and Diffusion Processes (Paperback, 1st ed. 2022)
Loot Price: R1,523
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Convolution-like Structures, Differential Operators and Diffusion Processes (Paperback, 1st ed. 2022)
Series: Lecture Notes in Mathematics, 2315
Expected to ship within 12 - 17 working days
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T his book provides an introduction to recent developments in the
theory of generalized harmonic analysis and its applications. It is
well known that convolutions, differential operators and diffusion
processes are interconnected: the ordinary convolution commutes
with the Laplacian, and the law of Brownian motion has a
convolution semigroup property with respect to the ordinary
convolution. Seeking to generalize this useful connection, and also
motivated by its probabilistic applications, the book focuses on
the following question: given a diffusion process Xt on a metric
space E, can we construct a convolution-like operator * on the
space of probability measures on E with respect to which the law of
Xt has the *-convolution semigroup property? A detailed analysis
highlights the connection between the construction of
convolution-like structures and disciplines such as stochastic
processes, ordinary and partial differential equations, spectral
theory, special functions and integral transforms. The book will be
valuable for graduate students and researchers interested in the
intersections between harmonic analysis, probability theory and
differential equations.
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