Random Walks and Diffusions on Graphs and Databases: An Introduction: 10 - Rilegato

Libro 11 di 46: Springer Series in Synergetics

Blanchard, Philippe; Volchenkov, Dimitri

 
9783642195914: Random Walks and Diffusions on Graphs and Databases: An Introduction: 10
Rilegato
ISBN 10: 3642195911 ISBN 13: 9783642195914
Casa editrice: Springer Nature, 2011

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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)

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer Nature
Data di pubblicazione
2011
Lingua
Inglese
ISBN 10 
3642195911
ISBN 13 
9783642195914
Rilegatura
Copertina rigida
Numero di pagine
262
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
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Hamburg
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Altre edizioni note dello stesso titolo

9783642268427: Random Walks and Diffusions on Graphs and Databases: An Introduction: 10

Edizione in evidenza

ISBN 10:  3642268420 ISBN 13:  9783642268427
Casa editrice: Springer, 2013
Brossura