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Item Details
Title:
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RANDOM WALKS AND DIFFUSIONS ON GRAPHS AND DATABASES
AN INTRODUCTION |
By: |
Philippe Blanchard, Dimitri Volchenkov |
Format: |
Paperback |
List price:
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£79.99 |
We currently do not stock this item, please contact the publisher directly for
further information.
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ISBN 10: |
3642268420 |
ISBN 13: |
9783642268427 |
Publisher: |
SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG |
Pub. date: |
14 July, 2013 |
Edition: |
2011 ed. |
Series: |
Springer Series in Synergetics 10 |
Pages: |
262 |
Description: |
This book introduces the theory of graphs and random walks on graphs, covers methods for exploring the structure of finite connected graphs and databases, and details applications in electric resistance networks, urban planning, linguistic databases and more. |
Synopsis: |
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. |
Illustrations: |
XIV, 262 p. |
Publication: |
Germany |
Imprint: |
Springer-Verlag Berlin and Heidelberg GmbH & Co. K |
Returns: |
Returnable |
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Ramadan and Eid al-Fitr
A celebratory, inclusive and educational exploration of Ramadan and Eid al-Fitr for both children that celebrate and children who want to understand and appreciate their peers who do.
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