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Probability on Graphs: Random Processes on Graphs and Lattices
Probability on Graphs: Random Processes on Graphs and Lattices

Book Details

This introduction to some of the principal models in the theory of disordered systems leads the reader through the basics, to the very edge of contemporary research, with the minimum of technical fuss. Topics covered include random walk, percolation, self-avoiding walk, interacting particle systems, uniform spanning tree, random graphs, as well as the Ising, Potts, and random-cluster models for ferromagnetism, and the Lorentz model for motion in a random medium. Schramm-Löwner evolutions (SLE) arise in various contexts. The choice of topics is strongly motivated by modern applications and focuses on areas that merit further research. Special features include a simple account of Smirnov's proof of Cardy's formula for critical percolation, and a fairly full account of the theory of influence and sharp-thresholds. Accessible to a wide audience of mathematicians and physicists, this book can be used as a graduate course text. Each chapter ends with a range of exercises.
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  • Author Geoffrey (University Of Cambridge) Grimmett
  • ISBN13 9780521197984
  • ISBN10 0521197988
  • Pages 260
  • Published 2010
  • Fecha de publicación 24/06/2010
  • Language German, French
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Probability on Graphs: Random Processes on Graphs and Lattices

Probability on Graphs: Random Processes on Graphs and Lattices (German, French)

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