Now showing items 1-2 of 2

  • ANN’s vs. SVM’s for image classification 

    Moorgas, Kevin Emanuel; Pillay, Nelendran; Governder, Poobalan (International ASET, 2012-08)
    In this paper the dynamic performance of the artificial neural network is compared to the performance of a statistical method such as the support vector machine. This comparison is made with respect to an image classification ...
  • A particle swarm optimization approach for tuning of SISO PID control loops 

    Pillay, Nelendran (2008)
    Linear control systems can be easily tuned using classical tuning techniques such as the Ziegler-Nichols and Cohen-Coon tuning formulae. Empirical studies have found that these conventional tuning methods result in an ...