Random Walks and Diffusions on Graphs and Databases: An Introduction

by Philippe Blanchard and Dimitri Volchenkov

Book Overview

Introduction to Permutations, Markov Chains, and Partitions.- Worth Another Binary Relation: Graphs.- Permutations Sieved Through Adjacency: Garph Autormorphisms.- Exploring Undirected Graphs by Random Walks.- Embedding of Graphs in Probabilistic Euclidean Space.- Random Walks and Electric Resistance Networks.- Random Walks and Diffusions on Directed Graphs and Interacting Networks.- Structural Analysis of Networks and Databases.- When Feedbacks Matter:...

• Format: Hardcover
• Language: English
• ISBN: 3642195911
• ISBN13: 9783642195914
• Release Date: May 2011
• Publisher: Springer
• Length: 262 Pages
• Weight: 1.15 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"