Optimal control for stochastic linear quadratic singular Takagi-Sugeno fuzzy delay system using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Nallasamy20122085,
  author =       "Kumaresan Nallasamy and Kuru Ratnavelu",
  title =        "Optimal control for stochastic linear quadratic
                 singular {Takagi-Sugeno} fuzzy delay system using
                 genetic programming",
  journal =      "Applied Soft Computing",
  volume =       "12",
  number =       "8",
  pages =        "2085--2090",
  year =         "2012",
  ISSN =         "1568-4946",
  DOI =          "doi:10.1016/j.asoc.2012.03.017",
  URL =          "http://www.sciencedirect.com/science/article/pii/S1568494612001056",
  keywords =     "genetic algorithms, genetic programming, Differential
                 algebraic equation, Matrix Riccati differential
                 equation, Optimal control, Runge Kutta method,
                 Stochastic linear singular Takagi-Sugeno fuzzy delay
                 system",
  abstract =     "In this paper, optimal control for stochastic linear
                 singular Takagi-Sugeno (T-S) fuzzy delay system with
                 quadratic performance is obtained using genetic
                 programming (GP). To obtain the optimal control, the
                 solution of matrix Riccati differential equation (MRDE)
                 is computed by solving differential algebraic equation
                 (DAE) using a novel and nontraditional GP approach. The
                 GP solution is equivalent or very close to the exact
                 solution of the problem. Accuracy of the GP solution to
                 the problem is qualitatively better. The solution of
                 this novel method is compared with the traditional
                 Runge Kutta (RK) method. An illustrative numerical
                 example is presented for the proposed method.",
}

Genetic Programming entries for Kumaresan Nallasamy Kuru Ratnavelu

Citations