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Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach the temporal aspects are pre-encoded in the dynamic system model.
Temporal-network methods, on the other hand, lift the temporal information from the level of system dynamics to the mathematical representation of the contact network itself.
This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology.
The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal networkmethods are mathematically and conceptually more challenging.
This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.
Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach the temporal aspects are pre-encoded in the dynamic system model.
Temporal-network methods, on the other hand, lift the temporal information from the level of system dynamics to the mathematical representation of the contact network itself.
This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology.
The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal networkmethods are mathematically and conceptually more challenging.
This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.
Provides the first introduction to time-dependent complex network dynamics and topologies
Edited and authored by leading researches in the field
Covers both theory and applications
Includes supplementary material: [...]
| Erscheinungsjahr: | 2013 |
|---|---|
| Fachbereich: | Theoretische Physik |
| Genre: | Mathematik, Medizin, Naturwissenschaften, Physik, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Inhalt: |
viii
352 S. |
| ISBN-13: | 9783642364600 |
| ISBN-10: | 3642364608 |
| Sprache: | Englisch |
| Herstellernummer: | 86062447 |
| Einband: | Gebunden |
| Autor: |
Holme, Petter
Saramäki, Jari |
| Redaktion: |
Saramäki, Jari
Holme, Petter |
| Herausgeber: | Petter Holme/Jari Saramäki |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 241 x 160 x 25 mm |
| Von/Mit: | Jari Saramäki (u. a.) |
| Erscheinungsdatum: | 05.06.2013 |
| Gewicht: | 0,701 kg |
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