Random Walks and Diffusions on Graphs and Databases is popular PDF and ePub book, written by Philipp Blanchard in 2011-05-26, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Random Walks and Diffusions on Graphs and Databases can be Read Online from any device for your convenience.
Random Walks and Diffusions on Graphs and Databases Book PDF Summary
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.
Detail Book of Random Walks and Diffusions on Graphs and Databases PDF
- Author : Philipp Blanchard
- Release : 26 May 2011
- Publisher : Springer Science & Business Media
- ISBN : 9783642195921
- Genre : Science
- Total Page : 271 pages
- Language : English
- PDF File Size : 10,6 Mb
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