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Random Walks and Diffusions on Graphs and Databases: An Introduction: 10 (Springer Series in Synergetics) - Hardcover
Inhaltsangabe
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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Über die Autorin bzw. den Autor
Philippe Blanchard is a mathematical physicist of international stature. He has edited/authored a number of books for Springer and is member of various editorial boards (e.g. Fundamental Theories of Physics)
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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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Random Walks and Diffusions on Graphs and Databases
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Gebunden. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Written by the experts who have contributed to the original development of the fieldOffers a lecture-based pedagogical approach for a broad audienceIncludes detailed benchmarking of theory with diverse real-word applicationsPhilippe. Bestandsnummer des Verkäufers 5051929
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Random Walks and Diffusions on Graphs and Databases : An Introduction
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Bestandsnummer des Verkäufers 9783642195914
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Random Walks and Diffusions on Graphs and Databases
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Springer Berlin Heidelberg Mai 2011, 2011
ISBN 10: 3642195911
ISBN 13: 9783642195914
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 276 pp. Englisch. Bestandsnummer des Verkäufers 9783642195914
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Random Walks and Diffusions on Graphs and Databases
ISBN 10: 3642195911
ISBN 13: 9783642195914
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Buch. Zustand: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 276 pp. Englisch. Bestandsnummer des Verkäufers 9783642195914
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Random Walks and Diffusions on Graphs and Databases: An Introduction (Springer Series in Synergetics, 10)
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Random Walks and Diffusions on Graphs and Databases: An Introduction: Vol 10
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Random Walks and Diffusions on Graphs and Databases: An Introduction (Springer Series in Synergetics, 10)
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RANDOM WALKS & DIFFUSIONS ON GRAPHS & DA
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