A Prolegomenon to Differential Equations and Variational Methods on Graphs (Elements in Non-local Data Interactions: Foundations and Applications) - Softcover

Van Gennip

Softcover

ISBN 10: 1009346636 ISBN 13: 9781009346634

Publisher: Cambridge University Press, 2025

Synopsis

The use of differential equations on graphs as a framework for the mathematical analysis of images emerged about fifteen years ago and since then it has burgeoned, and with applications also to machine learning. The authors have written a bird's eye view of theoretical developments that will enable newcomers to quickly get a flavour of key results and ideas. Additionally, they provide an substantial bibliography which will point readers to where fuller details and other directions can be explored. This title is also available as open access on Cambridge Core.

Edition details

• Publisher: Cambridge University Press
• Publication date: 2025
• Language: English
• ISBN 10: 1009346636
• ISBN 13: 9781009346634
• Binding: Paperback
• Number of pages: 100