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作者:

Dong, Suyalatu (Dong, Suyalatu.) | Deng, Yanbin (Deng, Yanbin.) | Huang, Yong-Chang (Huang, Yong-Chang.) (学者:黄永畅)

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EI Scopus SCIE

摘要:

We present the exact analytic solution to the nonlinear dynamic system describing the information propagation process in complex networks. The method is to switch to the dynamic system of equations for the new variables defined according to the nonlinear terms appearing in the original dynamic system, and then, after combining relevant consistent condition of solution to reduce the dynamic system of equations for the newly defined variables to the knownly solvable nonlinear Bernoulli differential equation. Numerical comparisons between the purely numerical solution and the exact analytic solution confirm the crosscheck and mutual proof for both of the solutions. The presented exact analytic solution, which does not restrict the coefficients in the original dynamic system to merely constants, is thus suitable for the study of information propagation in networks with evolving structure and changing properties. (C) 2019 Elsevier B.V. All rights reserved.

关键词:

Complex networks Exact analytic solution Epidemic model Nonlinear dynamic system Population dynamics

作者机构:

  • [ 1 ] [Dong, Suyalatu]Inner Mongolia Univ Finance & Econ, Sch Comp Informat Management, Hohhot 010070, Peoples R China
  • [ 2 ] [Deng, Yanbin]Capital Normal Univ, Dept Phys, Beijing 100048, Peoples R China
  • [ 3 ] [Huang, Yong-Chang]Beijing Univ Technol, Inst Theoret Phys, Beijing 100124, Peoples R China
  • [ 4 ] [Huang, Yong-Chang]CCAST WorldLab, POB 8730, Beijing 100080, Peoples R China

通讯作者信息:

  • [Deng, Yanbin]Capital Normal Univ, Dept Phys, Beijing 100048, Peoples R China

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来源 :

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

ISSN: 0378-4371

年份: 2019

卷: 521

页码: 319-329

3 . 3 0 0

JCR@2022

ESI学科: PHYSICS;

ESI高被引阀值:123

JCR分区:2

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