Random Walks and Diffusions on Graphs and Databases

Name: Random Walks and Diffusions on Graphs and Databases
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642195914
Price: 100.0 EUR
Availability: InStock

An Introduction

Autor: Philippe Blanchard, Dimitri Volchenkov

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

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Most networks and databases that humans have to deal with contain large, albeit finite number of uni...

Informácie o knihe

Autor

Philippe Blanchard, Dimitri Volchenkov

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2011

Stránok

262

EAN

9783642195914

ISBN

3642195911

Enbook ID

01657537

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

552

Rozmery

163 x 237 x 21

Kompletný popis

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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Random Walks and Diffusions on Graphs and Databases

An Introduction

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež