Random Walks and Diffusions on Graphs and Databases

Name: Random Walks and Diffusions on Graphs and Databases
SKU: 10405518
Price: 266.99 AUD
Availability: InStock

An Introduction

By:

Format:

Hardback

Series:

Springer Series in Synergetics

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Description

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.

Author Biography:

Philippe Blanchard is a mathematical physicist of international stature. He has edited/authored a number of books for Springer and is member of various editorial boards (e.g. Fundamental Theories of Physics)

Release date Australia

May 27th, 2011

Author

Audience

Professional & Vocational

Illustrations

XIV, 262 p.

Pages

262

Series

Springer Series in Synergetics

Dimensions

155x235x20

ISBN-13

9783642195914

Product ID

10405518

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