• DocumentCode
    3542298
  • Title

    A new multi-objective particle swarm optimization for reactive power dispatch

  • Author

    Bilil, Hasnae ; Ellaia, Rachid ; Maaroufi, Mohamed

  • Author_Institution
    Dept. of Electr. Eng., Mohammed V Univ., Rabat, Morocco
  • fYear
    2012
  • fDate
    10-12 May 2012
  • Firstpage
    1119
  • Lastpage
    1124
  • Abstract
    This paper proposes a new approach of computation using particle swarm in order to resolve multiobjective problems quickly and effectively. This approach is called accelerated multiobjective particle swarm which incorporates vector function as objective function and uses matrix computation to develop the Pareto front unlike the existing multi-objective algorithms which use an external archive. We also propose a novel method of initialization that contributes also in the acceleration of the algorithm. We apply this approach to resolve multi-objective reactive power dispatch problem. Simulations of the proposed algorithm are encouraging for very short CPU time.
  • Keywords
    matrix algebra; particle swarm optimisation; power generation dispatch; reactive power; CPU time; accelerated multiobjective particle swarm optimization; matrix computation; objective function; problem; Acceleration; Optimization; TV; Optimal Multi-objective Reactive Power Dispatch; Particle swarm optimization; intialization technique; matrix computation; multi-objective optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Computing and Systems (ICMCS), 2012 International Conference on
  • Conference_Location
    Tangier
  • Print_ISBN
    978-1-4673-1518-0
  • Type

    conf

  • DOI
    10.1109/ICMCS.2012.6320157
  • Filename
    6320157