Structural Analysis of Networks and Databases
Identifieur interne : 000072 ( Main/Exploration ); précédent : 000071; suivant : 000073Structural Analysis of Networks and Databases
Auteurs : Philippe Blanchard [Allemagne] ; Dimitri Volchenkov [Allemagne]Source :
- Springer Series in Synergetics [ 0172-7389 ] ; 2011.
Abstract
Abstract: The structural analysis is an important problem motivating many studies of real – world networks. For instance, the efficient partitioning of a transport network is one of the most effective logistics optimization tools and the biggest opportunity to significantly reduce transportation costs. The structural analysis is also of importance when dealing with extremely large graphs, when we need to cluster the vertices into logical components for storage (to improve virtual memory performance) or for drawing purposes (to collapse dense subgraphs into single nodes in order to reduce cluttering). Finally, the structural analysis is important for accessing large databases. In the present chapter, we apply the methods related to random walks for analyzing of urban structures, evolution of languages, and musical compositions.
Url:
DOI: 10.1007/978-3-642-19592-1_8
Affiliations:
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