• DocumentCode
    2293643
  • Title

    Fixed-structure /spl mu/-synthesis - an evolutionary approach

  • Author

    Farag, A. ; Werner, H.

  • Author_Institution
    Inst. of Control Syst., Hamburg Univ. of Technol.
  • fYear
    2006
  • fDate
    14-16 June 2006
  • Abstract
    This paper considers the design of robust controllers using the structured singular value mu. mu-synthesis is usually based on DK-iteration, which minimizes an upper bound on mu. A drawback is that controllers designed using DK iteration are typically of high order, which makes this approach less attractive. This paper presents a novel technique of designing low-order and fixed-structure controllers that minimize an upper bound on the structured singular value mu, using a DK-iteration type of algorithm with an evolutionary search for controller and low-order scaling in the K-step. Two advantages of this approach are that: (i) the controller order is independent of the order of the multiplier D(s); and (ii) that in contrast to standard DK-iteration where the multiplier D(s) is completely frozen within the K-step, the proposed algorithm allows D(s) to be free within the K-step. Two numerical examples show that this approach performs well compared with standard DK-iteration and is computationally efficient
  • Keywords
    control system synthesis; evolutionary computation; iterative methods; robust control; singular value decomposition; DK-iteration; evolutionary search; fixed-structure controllers; fixed-structure mu-synthesis; low-order controllers; robust controller design; structured singular value; upper bounds; Distributed control; Feedback; Genetic algorithms; Grid computing; Performance analysis; Riccati equations; Robust control; Robust stability; Uncertainty; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2006
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    1-4244-0209-3
  • Electronic_ISBN
    1-4244-0209-3
  • Type

    conf

  • DOI
    10.1109/ACC.2006.1657400
  • Filename
    1657400