• DocumentCode
    1588392
  • Title

    Optimization of a Kraft Pulping System: Using Particle Swarm Optimization and Differential Evolution

  • Author

    Pant, Millie ; Thangaraj, Radha ; Abraham, Ajith

  • Author_Institution
    Dept. of Paper Technol., IIT Roorkee, Saharanpur
  • fYear
    2008
  • Firstpage
    637
  • Lastpage
    641
  • Abstract
    Expectation of profit is the economic driving force motivating business activity in a free-enterprise economy. An increase in this profit for a given organization can be accomplished by discovering and following any of a number of courses of improved action. This paper presents an economic optimization of a hypothetical but realistic Kraft pulping system, which forms an integral part of a Pulp and Paper industry, using Particle Swarm Optimization (PSO) and Differential Evolution (DE). Simulation results obtained are comparable (and are slightly better) with the given results which show that these algorithms are quite competent for solving large scale industrial optimization problems in a very small time.
  • Keywords
    evolutionary computation; industrial economics; paper industry; particle swarm optimisation; search problems; DE evolutionary algorithm; Kraft pulping system optimization; differential evolution; economic optimization; paper industry; particle swarm optimization; population based search algorithms; profit expectation; pulp industry; Asia; Chemical processes; Equations; Large-scale systems; Machinery production industries; Paper technology; Particle swarm optimization; Pulp and paper industry; Quality of service; Stochastic processes; Particle Swarm Optimization; differential Evolution; kraft pulping system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modeling & Simulation, 2008. AICMS 08. Second Asia International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-0-7695-3136-6
  • Electronic_ISBN
    978-0-7695-3136-6
  • Type

    conf

  • DOI
    10.1109/AMS.2008.123
  • Filename
    4530550