Téléchargez le livre : Random Walks and Diffusions on Graphs and Databases

Random Walks and Diffusions on Graphs and Databases

An Introduction de

,

Éditeur :

Springer


Collection :

Springer Series in Synergetics

Paru le : 2011-05-26

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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.
Pages
262 pages
Collection
Springer Series in Synergetics
Parution
2011-05-26
Marque
Springer
EAN papier
9783642195914
EAN EPUB
9783642195921
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
26
Taille du fichier
4270 Ko
Prix
92,21 €

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