A Prolegomenon to Differential Equations and Variational Methods on Graphs

Yves van Gennip, Jeremy Budd

ISBN 10: 1009346636 / ISBN 13: 9781009346634

Published by Cambridge University Press, GB, 2025

About this Item

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.

Seller Inventory # LU-9781009346634

Bibliographic Details

• Title: A Prolegomenon to Differential Equations and Variational Methods on Graphs
• Publisher: Cambridge University Press, GB
• Publication Date: 2025
• Language: English
• ISBN 10: 1009346636
• ISBN 13: 9781009346634
• Binding: Paperback
• Condition: New
• Dimensions: 15.24W x 0.58H x 22.86D centimeters 15.24 centimeters width by 0.58 centimeters height by 22.86 centimeters depth
• Weight: 158 grams

About this title

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.