TY  - BOOK
AU  - Etesami,Seyed Rasoul
ED  - SpringerLink (Online service)
TI  - Potential-Based Analysis of Social, Communication, and Distributed Networks
T2  - Springer Theses, Recognizing Outstanding Ph.D. Research,
SN  - 9783319542898
AV  - TK1-9971 
U1  - 621.382 23
PY  - 2017///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Electrical engineering
KW  - Computer communication systems
KW  - Algorithms
KW  - Communications Engineering, Networks
KW  - Computer Communication Networks
KW  - Mathematics of Algorithmic Complexity
N1  - Introduction -- Notation and Mathematical Preliminaries -- Unbiased Quantized Consensus -- Metropolis Quantized Consensus -- Hegselmann-Krause Opinion Dynamics in Finite Dimensions -- Capacitated Selfish Replication Game -- Diffusion Games Over Social Networks -- Conclusions and Directions for Future Research; Available to subscribing member institutions only. Доступно лише організаціям членам підписки
N2  - This work makes major contributions to the thriving area of social, communication, and distributed networks by introducing novel methodologies and tools toward the study of the evolutionary behaviors of these networks, as well as their computational complexity and rates of convergence. By departing from the classical approaches and results in the literature, this work shows that it is possible to handle more complex and realistic nonlinear models where either the traditional approaches fail or lead to weak results. The author also develops several easily implementable algorithms, delivering excellent performance guarantees while running faster than those that exist in the literature. The study undertaken and the approaches adopted enable the analysis of the evolution of several different types of social and distributed networks, with the potential to apply to and resolve several other outstanding issues in such networks
UR  - https://doi.org/10.1007/978-3-319-54289-8
ER  -