Książka Random Walks and Diffusions on Graphs and Databases Philippe Blanchard

Random Walks and Diffusions on Graphs and Databases

An Introduction

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
423.49
Most networks and databases that humans have to deal with contain large, albeit finite number of uni...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2011
strony
262
EAN
9783642195914
ISBN
3642195911
Enbook ID
01657537
Waga
552
Wymiary
163 x 237 x 21

Pełny opis

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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