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020 _a9783319542898
_9978-3-319-54289-8
024 7 _a10.1007/978-3-319-54289-8
_2doi
050 4 _aTK5101-5105.9
072 7 _aTJK
_2bicssc
072 7 _aTEC041000
_2bisacsh
072 7 _aTJK
_2thema
082 0 4 _a621.382
_223
100 1 _aEtesami, Seyed Rasoul.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_959612
245 1 0 _aPotential-Based Analysis of Social, Communication, and Distributed Networks
_h[electronic resource] /
_cby Seyed Rasoul Etesami.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXXVII, 172 p. 35 illus., 25 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Theses, Recognizing Outstanding Ph.D. Research,
_x2190-5061
505 0 _aIntroduction -- 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.
520 _aThis 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.
650 0 _aTelecommunication.
_910437
650 0 _aComputer networks .
_931572
650 0 _aMathematics.
_911584
650 1 4 _aCommunications Engineering, Networks.
_931570
650 2 4 _aComputer Communication Networks.
_959613
650 2 4 _aApplications of Mathematics.
_931558
710 2 _aSpringerLink (Online service)
_959614
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319542881
776 0 8 _iPrinted edition:
_z9783319542904
776 0 8 _iPrinted edition:
_z9783319853642
830 0 _aSpringer Theses, Recognizing Outstanding Ph.D. Research,
_x2190-5061
_959615
856 4 0 _uhttps://doi.org/10.1007/978-3-319-54289-8
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80379
_d80379