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An introduction to random currents a...
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Capasso, Vincenzo.
An introduction to random currents and their applications
Record Type:
Language materials, printed : Monograph/item
Title/Author:
An introduction to random currents and their applications/ by Vincenzo Capasso.
Author:
Capasso, Vincenzo.
Published:
Cham :Springer International Publishing : : 2018.,
Description:
xiii, 143 p. :digital ; : 24 cm.;
Contained By:
Springer eBooks
Subject:
Stochastic processes. -
Online resource:
http://dx.doi.org/10.1007/978-3-319-94577-4
ISBN:
9783319945774
An introduction to random currents and their applications
Capasso, Vincenzo.
An introduction to random currents and their applications
[electronic resource] /by Vincenzo Capasso. - Cham :Springer International Publishing :2018. - xiii, 143 p. :digital ;24 cm. - SpringerBriefs in mathematics,2191-8198. - SpringerBriefs in mathematics..
1. Introduction and motivations -- 2. Differential forms -- 3.Currents - The deterministic case -- 4.Currents - The stochastic case -- 5.Applications -- Appendix -- References -- Glossary -- Index.
This book introduces random currents by presenting underlying mathematical methods necessary for applications. The theory of currents is an advanced topic in geometric measure theory that extends distribution to linear functionals within the space of differential forms of any order. Methods to extend random distributions to random currents are introduced and analyzed in this book. Beginning with an overview of mathematical aspects of the theory of currents, this book moves on to examine applications in medicine, material science, and image analysis. Applied researchers will find the practical modern mathematical methods along with the detailed appendix useful to stimulate new applications and research.
ISBN: 9783319945774
Standard No.: 10.1007/978-3-319-94577-4doiSubjects--Topical Terms:
528256
Stochastic processes.
LC Class. No.: QA274 / .C373 2018
Dewey Class. No.: 519.2
An introduction to random currents and their applications
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by Vincenzo Capasso.
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1. Introduction and motivations -- 2. Differential forms -- 3.Currents - The deterministic case -- 4.Currents - The stochastic case -- 5.Applications -- Appendix -- References -- Glossary -- Index.
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This book introduces random currents by presenting underlying mathematical methods necessary for applications. The theory of currents is an advanced topic in geometric measure theory that extends distribution to linear functionals within the space of differential forms of any order. Methods to extend random distributions to random currents are introduced and analyzed in this book. Beginning with an overview of mathematical aspects of the theory of currents, this book moves on to examine applications in medicine, material science, and image analysis. Applied researchers will find the practical modern mathematical methods along with the detailed appendix useful to stimulate new applications and research.
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Mathematics and Statistics (Springer-11649)
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