• DocumentCode
    2580556
  • Title

    A general growth model for the emergence of power-law distributions

  • Author

    Zhang, Shiwu ; Liu, Jiming

  • Author_Institution
    Dept. of Precision Machinery & Precision Instrum., Univ. of Sci. & Technol. of China, Hefei, China
  • fYear
    2009
  • fDate
    11-14 Oct. 2009
  • Firstpage
    4210
  • Lastpage
    4213
  • Abstract
    An overwhelming phenomena across natural systems, social systems and ecosystems is discovered in recent years. The phenomena is coined by many terms, such as 1/f noise, Zipf-laws, or scale-free, while power-law distribution of various events or metrics is the fundamental fact that exists in every complex system. It is believed that there exist a mechanism to rule the dynamics of complex system and generate the distribution. In this paper, a general growth model which incorporate Lotka-Volterra dynamics is developed to explain the mechanism of the power-law distribution preliminary. In the model, the influence on power distribution of the spreading rate and the mortality rate can be easily analyzed and explained.
  • Keywords
    Volterra equations; large-scale systems; statistical distributions; Lotka-Volterra dynamics; ecosystems; natural systems; power-law distributions; social systems; Cybernetics; USA Councils; Dynamics; Lotka-Volterra equations; Power-law distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2793-2
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2009.5346832
  • Filename
    5346832