Random walks and diffusions on graphs and databases : an introduction
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...
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| Principais autores: | , |
|---|---|
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado em: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edição: | 1st ed. 2011. |
| coleção: | Springer Series in Synergetics
10 |
| Assuntos: | |
| Acesso em linha: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Random Walks and Diffusions on Graphs and Databases, Texte imprimé, 9783642268427 • Random walks and diffusions on graphs and databases, an introduction, Philippe Blanchard, Dimitri Volchenkov, 2011, Berlin, Springer, 1 vol. (xiii-262 p.), Springer series in synergetics, 978-3-642-19591-4 • Random Walks and Diffusions on Graphs and Databases, Texte imprimé, 9783642195938 • Random Walks and Diffusions on Graphs and Databases, Texte imprimé, 9783642268427 |
Sumário:
- 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.