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Random Walks and Diffusions on Graphs and Databases

Name: Random Walks and Diffusions on Graphs and Databases
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01657537
Price: 101.79 EUR
Availability: InStock
Author: Philippe Blanchard
ISBN: 9783642195914

An Introduction

Philippe Blanchard

Dimitri Volchenkov

Language

English

Book Hardback

Libristo code: 01657537

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, May 2011

Most networks and databases that humans have to deal with contain large, albeit finite number of uni... Full description

Libristo code: 01657537

249 b

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Most networks and databases that humans have to deal with contain large, albeit finite number of units. Their structure, for maintaining functional consistency of the components, is essentially not random and calls for a precise quantitative description of relations between nodes (or data units) and all network components. This book is an introduction, for both graduate students and newcomers to the field, to the theory of graphs and random walks on such graphs. The methods based on random walks and diffusions for exploring the structure of finite connected graphs and databases are reviewed (Markov chain analysis). This provides the necessary basis for consistently discussing a number of applications such diverse as electric resistance networks, estimation of land prices, urban planning, linguistic databases, music, and gene expression regulatory networks.