Harmonic Functions and Random Walks on Groups - Ariel Yadin

Harmonic Functions and Random Walks on Groups

(Autor)

Buch | Hardcover
398 Seiten
2024
Cambridge University Press (Verlag)
978-1-009-12318-1 (ISBN)
74,80 inkl. MwSt
The field of random walks on groups is re-emerging with many new ideas and exciting research. This book contains a comprehensive introduction for researchers new to the field. Despite dealing with cutting-edge research, it is accessible even to new graduate students, with worked examples, exercises, and open problems all included.
Research in recent years has highlighted the deep connections between the algebraic, geometric, and analytic structures of a discrete group. New methods and ideas have resulted in an exciting field, with many opportunities for new researchers. This book is an introduction to the area from a modern vantage point. It incorporates the main basics, such as Kesten's amenability criterion, Coulhon and Saloff-Coste inequality, random walk entropy and bounded harmonic functions, the Choquet–Deny Theorem, the Milnor–Wolf Theorem, and a complete proof of Gromov's Theorem on polynomial growth groups. The book is especially appropriate for young researchers, and those new to the field, accessible even to graduate students. An abundance of examples, exercises, and solutions encourage self-reflection and the internalization of the concepts introduced. The author also points to open problems and possibilities for further research.

Ariel Yadin is Professor in the Department of Mathematics at Ben-Gurion University of the Negev. His research is focused on the interplay between random walks and the geometry of groups. He has taught a variety of courses on the subject, and has been part of a new wave of investigation into the structure of spaces of unbounded harmonic functions on groups.

Part I. Tools and Theory: 1. Background; 2. Martingales; 3. Markov chains; 4. Networks and discrete analysis; Part II. Results and Applications: 5. Growth, dimension, and heat kernel; 6. Bounded harmonic functions; 7. Choquet–Deny groups; 8. The Milnor–Wolf theorem; 9. Gromov's theorem; Appendices: A. Hilbert space background; B. Entropy; C. Coupling and total variation; References; Index.

Erscheinungsdatum
Reihe/Serie Cambridge Studies in Advanced Mathematics
Zusatzinfo Worked examples or Exercises
Verlagsort Cambridge
Sprache englisch
Themenwelt Mathematik / Informatik Mathematik Analysis
ISBN-10 1-009-12318-1 / 1009123181
ISBN-13 978-1-009-12318-1 / 9781009123181
Zustand Neuware
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