Optimal control for stochastic linear quadratic singular neuro Takagi-Sugeno fuzzy system with singular cost using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@Article{Kumaresan:2014:ASC,
  author =       "N. Kumaresan and Kuru Ratnavelu",
  title =        "Optimal control for stochastic linear quadratic
                 singular neuro Takagi-Sugeno fuzzy system with singular
                 cost using genetic programming",
  journal =      "Applied Soft Computing",
  volume =       "24",
  pages =        "1136--1144",
  year =         "2014",
  ISSN =         "1568-4946",
  DOI =          "doi:10.1016/j.asoc.2014.08.006",
  URL =          "http://www.sciencedirect.com/science/article/pii/S1568494614003718",
  size =         "9 pages",
  abstract =     "In this paper, optimal control for stochastic linear
                 quadratic singular neuro Takagi-Sugeno (T-S) fuzzy
                 system with singular cost 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
                 obtained solution in this method is equivalent or very
                 close to the exact solution of the problem. Accuracy of
                 the solution computed by GP approach to the problem is
                 qualitatively better. The solution of this novel method
                 is compared with the traditional Runge-Kutta (RK)
                 method. A numerical example is presented to illustrate
                 the proposed method.",
  keywords =     "genetic algorithms, genetic programming, 49 K 45, 68 N
                 19, 92 D 10, 93 B 52, 94 D 05, 03 E 72, 93 E 20,
                 Differential algebraic equation, Matrix Riccati
                 differential equation, Runge-Kutta method, Optimal
                 control and Stochastic linear quadratic singular neuro
                 Takagi-Sugeno fuzzy system",
}

Genetic Programming entries for Nallasamy Kumaresan Kuru Ratnavelu

Citations