Band 10
Random Walks and Diffusions on Graphs and Databases An Introduction
Aus der Reihe
Springer Series in Synergetics
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
Fr. 126.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
15.07.2013
Abbildungen
XIV, 262 p.
Verlag
Springer BerlinSeitenzahl
262
Maße (L/B/H)
23.5/15.5/1.6 cm
Gewicht
423 g
Auflage
2011
Sprache
Englisch
ISBN
978-3-642-26842-7
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.
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