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Brownian Motion And Potential Theory, Modern And Classical
Engelsk
Foto på vej
Specifikationer
Sprog:
Engelsk
Sider:
260
ISBN-13:
9789811294778
Indbinding:
Paperback
ISBN-10:
9811294771
Udg. Dato:
15 nov 2024
Størrelse i cm:
Oplagsdato:
15 nov 2024

Brownian Motion And Potential Theory, Modern And Classical

Engelsk
Paperback 2024
Format:

Bog beskrivelse
In this book, potential theory is presented in an inclusive and accessible manner, with the emphasis reaching from classical to modern, from analytic to probabilistic, and from Newtonian to abstract or axiomatic potential theory (including Dirichlet spaces). The reader is guided through stochastic analysis featuring Brownian motion in its early chapters to potential theory in its latter sections. This path covers the following themes: martingales, diffusion processes, semigroups and potential operators, analysis of super harmonic functions, Dirichlet problems, balayage, boundaries, and Green functions.The wide range of applications encompasses random walk models, especially reversible Markov processes, and statistical inference in machine learning models. However, the present volume considers the analysis from the point of view of function space theory, using Dirchlet energy as an inner product. This present volume is an expanded and revised version of an original set of lectures in the Aarhus University Mathematics Institute Lecture Note Series.
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Specifikationer
Sprog:
Engelsk
Sider:
260
ISBN-13:
9789811294778
Indbinding:
Paperback
ISBN-10:
9811294771
Udg. Dato:
15 nov 2024
Størrelse i cm:
Oplagsdato:
15 nov 2024
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