000			03592nam a22002777a 4500
003			OSt
005			20230816143006.0
008			230816b |||||||| |||| 00| 0 hin d
020			_a9780192865540
040			_aNISER LIBRARY _beng _cNISER LIBRARY
082	0	4	_a004.77 _bBIA-M
100	1		_aBianconi, Ginestra
245	1	0	_aMultilayer networks: _bstructure and function
264		1	_aOxford: _bOxford University Press, _c2022
300			_axiv, 402p.
504			_aTable of Contents Part I: Single and multilayer networks 1. Complex systems as multilayer networks Part II: Single networks 2. The structure of single networks 3. The dynamics on single networks Part III: Multilayer networks 4. Multilayer networks in nature, society and infrastructures 5. The mathematical definition 6. Basic structural properties 7. Structural correlations of multiplex networks 8. Communities 9. Centrality measures 10. Multilayer network models 11. Interdependent multilayer networks 12. Classical percolation, generalized percolation and cascades 13. Epidemic spreading 14. Diffusion 15. Synchronization, non-linear dynamics and control 16. Opinion dynamics and game theory Appendix A. The Barabasi Albert model: the master equation Appendix B. Entropy and null models of single networks Appendix C. Growing multiplex networks: the master equation Appendix D. Percolation of interdependent networks Appendix E. Directed percolation of interdependent networks Appendix F. Immunization strategies on multiplex networks Appendix G. Spectrum of the Supra-Laplacian Part I: Single and multilayer networks 1. Complex systems as multilayer networks Part II: Single networks 2. The structure of single networks 3. The dynamics on single networks Part III: Multilayer networks 4. Multilayer networks in nature, society and infrastuctures 5. The mathematical definition 6. Basic structural properties 7. Structural correlations of multiplex networks 8. Communities 9. Centrality measures 10. Multilayer network models 11. Interdependent multilayer networks 12. Classical percolation, generalized percolation and cascades 13. Epidemic spreading 14. Diffusion 15. Synchronization, non-linear dynamics and control 16. Opinion dynamics and game theory Appendix A. The Barabasi Albert model: the master equation Appendix B. Entropy and null models of single networks Appendix C. Growing multiplex networks: the master equation Appendix D. Percolation of interdependent networks Appendix E. Directed percolation of interdependent networks Appendix F. Immunization strategies on multiplex networks Appendix G. Spectrum of the Supra-Laplacian
520	8		_aMultilayer networks is a rising topic in Network Science which characterizes the structure and the function of complex systems formed by several interacting networks. Multilayer networks research has been propelled forward by the wide realm of applications in social, biological and infrastructure networks and the large availability of network data, as well as by the significance of recent results, which have produced important advances in this rapidly growing field. This book presents a comprehensive account of this emerging field. It provides a theoretical introduction to the main results of multilayer network science.
650		0	_aInformation networks
650		0	_aSocial networks
650		0	_aSocial sciences _xNetwork analysis
650		0	_aSystem analysis
650		0	_aComputational complexity
650		0	_aComputer networks
650		0	_aInformation technology
942			_2udc _cBK
999			_c34401 _d34401