Random Walks and Diffusions on Graphs and Databases

Random Walks and Diffusions on Graphs and Databases

Dimitri Volchenkov / Philipp Blanchard

147,16 €
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Editorial:
Springer Nature B.V.
Año de edición:
2011
ISBN:
9783642195914

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Introduction to Permutations, Markov Chains, and Partitions.- Worth Another Binary Relation: Graphs.- Permutations Sieved Through Adjacency: Garph Autormorphisms.- Exploring Undirected Graphs by Random Walks.- Embedding of Graphs in Probabilistic Euclidean Space.- Random Walks and Electric Resistance Networks.- Random Walks and Diffusions on Directed Graphs and Interacting Networks.- Structural Analysis of Networks and Databases.- When Feedbacks Matter: Epidemics, Synchronization, and Self-Regulation in Complex Networks.- Critical Phenomena on Large Graphs With Regular Subgraphs.- Glossary of Graph Theory.

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