• DocumentCode
    3778307
  • Title

    Performance of Particle Swarm Optimization and Pattern Search on CEC 2013 real parameter single objective optimization

  • Author

    K. Remya;P. Varun;Prakash Kotecha

  • Author_Institution
    Department of Chemical Engineering, Indian Institute of Technology, Guwahati, India
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this article, we evaluate the performance of the inbuilt functions of MATLAB for Particle Swarm Optimization and Pattern Search on a set of 28 real-parameter single objective optimization problems that were proposed in the IEEE Congress on Evolutionary Computation 2013. The evaluation is performed on the basis of 51 runs with three different problem sizes for each of the 28 optimization problems. Additionally, the algorithm complexities with variation of the problem size is also studied.
  • Keywords
    "Optimization","Linear programming","MATLAB","Convergence","Particle swarm optimization","Algorithm design and analysis","Acceleration"
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence: Theories, Applications and Future Directions (WCI), 2015 IEEE Workshop on
  • Type

    conf

  • DOI
    10.1109/WCI.2015.7495511
  • Filename
    7495511
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3778307