• DocumentCode
    3631424
  • Title

    The Differential Ant-Stigmergy Algorithm applied to dynamic optimization problems

  • Author

    Peter Korosec;Jurij Silc

  • Author_Institution
    Jo?ef Stefan Institute, Ljubljana, Slovenia
  • fYear
    2009
  • fDate
    5/1/2009 12:00:00 AM
  • Firstpage
    407
  • Lastpage
    414
  • Abstract
    Many real-world problems are dynamic, requiring an optimization algorithm which is able to continuously track a changing optimum over time. In this paper, we present a stigmergy-based algorithm for solving optimization problems with continuous variables, labeled differential ant-stigmergy algorithm (DASA). The DASA is applied to dynamic optimization problems without any modification to the algorithm. The performance of the DASA is evaluated on the set of benchmark problems provided for CEC´2009 Special Session on Evolutionary Computation in Dynamic and Uncertain Environments.
  • Keywords
    "Heuristic algorithms","Ant colony optimization","Evolutionary computation","Humans","Cost function","Control systems","Floating-point arithmetic"
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2009. CEC ´09. IEEE Congress on
  • ISSN
    1089-778X
  • Print_ISBN
    978-1-4244-2958-5
  • Electronic_ISBN
    1941-0026
  • Type

    conf

  • DOI
    10.1109/CEC.2009.4982975
  • Filename
    4982975
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3631424