Books  Data Analysis & Modelling  Data Analysis & Statistics 

First Steps in Random Walks: From Tools to Applications

By: Joseph Klafter and I M Sokolov

152 pages, 38 b/w illustrations

Oxford University Press

Hardback | Aug 2011 | #192951 | ISBN-13: 9780199234868
Availability: Usually dispatched within 6 days Details
NHBS Price: £46.99 $59/€56 approx

About this book

The name "random walk" for a problem of a displacement of a point in a sequence of independent random steps was coined by Karl Pearson in 1905 in a question posed to readers of "Nature". The same year, a similar problem was formulated by Albert Einstein in one of his Annus Mirabilis works. Even earlier such a problem was posed by Louis Bachelier in his thesis devoted to the theory of financial speculations in 1900.

Nowadays the theory of random walks has proved useful in physics and chemistry (diffusion, reactions, mixing in flows), economics, biology (from animal spread to motion of subcellular structures) and in many other disciplines. The random walk approach serves not only as a model of simple diffusion but of many complex sub- and super-diffusive transport processes as well. This book discusses the main variants of random walks and gives the most important mathematical tools for their theoretical description.


Contents

1: Characteristic Functions
2: Generating Functions and Applications
3: Continuous Time Random Walks
4: CTRW and Aging Phenomena
5: Master Equations
6: Fractional Diffusion and Fokker-Planck Equations for Subdiffusion
7: L#vy Flights
8: Coupled CTRW and L#vy Walks
9: Simple Reactions: A+B->B
10: Random Walks on Percolation Structures

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