• DocumentCode
    3314440
  • Title

    Application of the Bernstein form for reliable global optimization of mixed-integer problems in process synthesis and design

  • Author

    Patil, Bhagyesh V. ; Nataraj, P.S.V. ; Bhartiya, S.

  • Author_Institution
    IDP in Syst. & Control Eng., IIT Bombay, Mumbai, India
  • fYear
    2010
  • fDate
    14-16 Dec. 2010
  • Firstpage
    562
  • Lastpage
    567
  • Abstract
    In this paper, we present a Bernstein polynomial approach to optimally and reliably solve polynomial class of mixed-integer programming (MIP) problems. We use the Bernstein form in the branch-and-bound framework to compute a global optimum of MIPs. We present two application examples of MIPs: optimal pump configuration problem and trim loss minimization, to demonstrate the Bernstein polynomial approach.
  • Keywords
    integer programming; minimisation; polynomials; process design; pumps; tree searching; Bernstein form; Bernstein polynomial approach; MIP problem; branch-and-bound framework; mixed-integer programming problem; optimal pump configuration problem; process design; process synthesis; reliable global optimization; trim loss minimization; Chemicals; Silicon; Bernstein polynomials; global optimization; mixed-integer programming problems; process synthesis and design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability, Safety and Hazard (ICRESH), 2010 2nd International Conference on
  • Conference_Location
    Mumbai
  • Print_ISBN
    978-1-4244-8344-0
  • Type

    conf

  • DOI
    10.1109/ICRESH.2010.5779611
  • Filename
    5779611