Random Walks in the Quarter Plane (eBook)

Algebraic Methods, Boundary Value Problems, Applications to Queueing Systems and Analytic Combinatorics

Guy Fayolle, Roudolf Iasnogorodski, Vadim Malyshev (Autoren)

eBook Download: PDF

2017 | 2nd ed. 2017
XVII, 248 Seiten
Springer International Publishing (Verlag)
978-3-319-50930-3 (ISBN)

Infos

This monograph aims to promote original mathematical methods to determine the invariant measure of two-dimensional random walks in domains with boundaries. Such processes arise in numerous applications and are of interest in several areas of mathematical research, such as Stochastic Networks, Analytic Combinatorics, and Quantum Physics. This second edition consists of two parts.

Part I is a revised upgrade of the first edition (1999), with additional recent results on the group of a random walk. The theoretical approach given therein has been developed by the authors since the early 1970s. By using Complex Function Theory, Boundary Value Problems, Riemann Surfaces, and Galois Theory, completely new methods are proposed for solving functional equations of two complex variables, which can also be applied to characterize the Transient Behavior of the walks, as well as to find explicit solutions to the one-dimensional Quantum Three-Body Problem, or to tackle a new class of Integrable Systems.

Part II borrows special case-studies from queueing theory (in particular, the famous problem of Joining the Shorter of Two Queues) and enumerative combinatorics (Counting, Asymptotics).

Researchers and graduate students should find this book very useful.

G. FAYOLLE: Engineer degree from École Centrale in 1967, Doctor-es-Sciences (Mathematics) from University of Paris 6, 1979. He joined INRIA in 1971. Research Director and team leader (1975-2008), now Emeritus. He has written about 100 papers in Analysis, Probability and Statistical Physics.

R. IASNOGORODSKI: Doctor-es-Sciences (Mathematics) from University of Paris 6, 1979. Associate Professor in the Department of Mathematics at the University of Orléans (France), 1977-2003. He has written about 30 papers in Analysis and Probability.

V.A. MALYSHEV: 1955-1961 student Moscow State University, 1967-nowadays Professor at Moscow State University, 1990-2005 Research Director at INRIA (France). He has written about 200 papers in Analysis, Probability and Mathematical Physics.

Inhalt

Introduction and History.- I The General Theory. - Probabilistic Background. - Foundations of the Analytic Approach. - The Case of a Finite Group.- II Applications to Queueing Systems and Analytic Combinatorics.- A Two-Coupled Processor Model. - References.

Produkt-Details

• Erscheint lt. Verlag: 6.2.2017
• Reihe/Serie: Probability Theory and Stochastic Modelling
• Reihe/Serie: Probability Theory and Stochastic Modelling
• Zusatzinfo: XVII, 248 p. 32 illus.
• Verlagsort: Cham
• Sprache: englisch
• Original-Titel: Random Walks in the Quarter-Plane
• Themenwelt: Mathematik / Informatik ► Informatik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Technik
• Schlagworte: 60G50, 39B32, 32A26, 30D05, 46N50 • algebraic methods • Analytic Combinatorics • boundary value problems • functional equations • random walks in the quarter plane
• ISBN-10: 3-319-50930-6 / 3319509306
• ISBN-13: 978-3-319-50930-3 / 9783319509303