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An Introduction to Random Currents and Their Applications

Autor Vincenzo Capasso
en Limba Engleză Paperback – 14 aug 2018
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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Specificații

ISBN-13: 9783319945767
ISBN-10: 3319945769
Pagini: 160
Ilustrații: XIII, 143 p.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.25 kg
Ediția:1st ed. 2018
Editura: Springer
Locul publicării:Cham, Switzerland

Cuprins

 1. Introduction and motivations.- 2. Differential forms.- 3.Currents - The deterministic case.- 4.Currents - The stochastic case.- 5.Applications.- Appendix.- References.- Glossary.- Index. 


Recenzii

“The book will be useful to mathematicians and applied scientists.” (Jordan M. Stoyanov, zbMATH 1426.28001, 2020)

Caracteristici

Presents mathematical methods necessary for applications in medicine, material science, and image analysis Extends random distributions to random currents Stimulates new applications and research through mathematical methods