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Dynamical systems on networks : a tutorial
- 作者： Porter, Mason A., author.
- 其他作者：
- 其他題名：
- Frontiers in applied dynamical systems: reviews and tutorials ;
- 出版： Cham : Springer International Publishing :Imprint: Springer
- 叢書名： Frontiers in applied dynamical systems: reviews and tutorials,volume 4
- 主題： Dynamics. , Mathematics. , Dynamical Systems and Ergodic Theory. , Complex Networks. , Biological Networks, Systems Biology. , Systems Biology.
- ISBN： 9783319266411 (electronic bk.) 、 9783319266404 (paper)
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FIND@SFXID:
CGU
- 資料類型: 電子書
- 內容註: Introduction: How Does Nontrivial Network Connectivity Affect Dynamical Processes on Networks -- A Few Basic Concepts -- Examples of Dynamical Systems -- General Considerations -- Software Implementation -- Dynamical Systems on Dynamical Networks -- Other Resources -- Conclusion, Outlook, and Open Problems -- Appendix.
- 摘要註: This volume is a tutorial for the study of dynamical systems on networks. It discusses both methodology and models, including spreading models for social and biological contagions. The authors focus especially on "simple" situations that are analytically tractable, because they are insightful and provide useful springboards for the study of more complicated scenarios. This tutorial, which also includes key pointers to the literature, should be helpful for junior and senior undergraduate students, graduate students, and researchers from mathematics, physics, and engineering who seek to study dynamical systems on networks but who may not have prior experience with graph theory or networks. Mason A. Porter is Professor of Nonlinear and Complex Systems at the Oxford Centre for Industrial and Applied Mathematics, Mathematical Institute, University of Oxford, UK. He is also a member of the CABDyN Complexity Centre and a Tutorial Fellow of Somerville College. James P. Gleeson is Professor of Industrial and Applied Mathematics, and co-Director of MACSI, at the University of Limerick, Ireland. .
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讀者標籤：
- 系統號： 005360217 | 機讀編目格式
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