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Random Walks and Diffusions on Graphs and Databases - An Introduction (Hardcover, Edition.) Loot Price: R2,973
Discovery Miles 29 730
Random Walks and Diffusions on Graphs and Databases - An Introduction (Hardcover, Edition.): Philipp Blanchard, Dimitri...

Random Walks and Diffusions on Graphs and Databases - An Introduction (Hardcover, Edition.)

Philipp Blanchard, Dimitri Volchenkov

Series: Springer Series in Synergetics, 10

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Loot Price R2,973 Discovery Miles 29 730 | Repayment Terms: R279 pm x 12*

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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.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Springer Series in Synergetics, 10
Release date: May 2011
First published: 2011
Authors: Philipp Blanchard • Dimitri Volchenkov
Dimensions: 235 x 155 x 21mm (L x W x T)
Format: Hardcover
Pages: 262
Edition: Edition.
ISBN-13: 978-3-642-19591-4
Categories: Books > Science & Mathematics > Physics > General
Books > Computing & IT > General theory of computing > Data structures
Books > Computing & IT > Computer programming > Algorithms & procedures
Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Science & Mathematics > Mathematics > Geometry > Analytic geometry
Books > Science & Mathematics > Mathematics > Applied mathematics > General
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LSN: 3-642-19591-1
Barcode: 9783642195914

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