• DocumentCode
    3429713
  • Title

    Dispatch of distributed generators using a local replicator equation

  • Author

    Pantoja, Andrés ; Quijano, Nicanor ; Passino, Kevin M.

  • Author_Institution
    Dept. de Ing. Electr. y Electron., Univ. de los Andes, Bogota, Colombia
  • fYear
    2011
  • fDate
    12-15 Dec. 2011
  • Firstpage
    7494
  • Lastpage
    7499
  • Abstract
    The replicator dynamics model is an evolutionary game concept that describes the state of a population in a process inspired by natural selection. This model is used to analyze a resource allocation problem in distributed networked systems. The main properties of the replicator equation are analyzed to propose a novel technique based only on the available information of a system modeled as a connected graph. Likewise, we analyze the stability of the equilibrium points as a function of a certain class of fitness. Finally, an economic dispatch in distributed generation systems is presented in order to illustrate the theoretical results.
  • Keywords
    distributed control; game theory; graph theory; resource allocation; connected graph; distributed generation systems; distributed generators; distributed networked systems; economic dispatch; equilibrium points; evolutionary game; local replicator equation; natural selection; replicator dynamics model; resource allocation problem; stability; Dynamic scheduling; Economics; Equations; Generators; Hafnium; Mathematical model; Resource management; Distributed control; economic dispatch; evolutionary game theory; replicator dynamics; resource allocation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-61284-800-6
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2011.6160627
  • Filename
    6160627