A Prolegomenon to Differential Equations and Variational Methods on Graphs - Yves Van Gennip, Jeremy Budd

A Prolegomenon to Differential Equations and Variational Methods on Graphs

Buch | Hardcover
75 Seiten
2025
Cambridge University Press (Verlag)
978-1-009-49465-6 (ISBN)
62,30 inkl. MwSt
A bird's eye view of theoretical developments and concrete applications that will enable newcomers to get a flavour of key results. Provides an exhaustive, at the time of writing, 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.
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.

1. Introduction; 2. History and literature overview; 3. Calculus on undirected edge-weighted graphs; 4. Directed graphs; 5. The graph Ginzburg–Landau functional; 6. Spectrum of the graph Laplacians; 7. Gradient flow: Allen–Cahn; 8. Merriman–Bence–Osher scheme; 9. Graph curvature and mean curvature flow; 10. Freezing of Allen–Cahn, MBO, and mean curvature flow; 11. Multiclass extensions; 12. Laplacian learning and Poisson learning; 13. Conclusions; Bibliography.

Erscheint lt. Verlag 31.1.2025
Reihe/Serie Elements in Non-local Data Interactions: Foundations and Applications
Zusatzinfo Worked examples or Exercises
Verlagsort Cambridge
Sprache englisch
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Mathematik / Informatik Informatik Theorie / Studium
ISBN-10 1-009-49465-1 / 1009494651
ISBN-13 978-1-009-49465-6 / 9781009494656
Zustand Neuware
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