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Bacterial foraging optimization algorithm to improve a discrete-time neural second order sliding mode controller

Author

Listed:
  • Alanis, Alma Y.
  • Arana-Daniel, Nancy
  • Lopez-Franco, Carlos

Abstract

This paper deals with design parameter selection of a discrete-time neural second order sliding mode controller for unknown nonlinear systems, based on bacterial foraging optimization. First, a neural identifier is proposed in order to obtain a mathematical model for the unknown discrete-time nonlinear systems, then a novel second order sliding mode controller is proposed. Finally, both, the neural identifier and the controller are optimized using bacterial foraging algorithm. In order to illustrate the applicability of the proposed scheme, simulation results are included for a Van der Pol oscillator.

Suggested Citation

  • Alanis, Alma Y. & Arana-Daniel, Nancy & Lopez-Franco, Carlos, 2015. "Bacterial foraging optimization algorithm to improve a discrete-time neural second order sliding mode controller," Applied Mathematics and Computation, Elsevier, vol. 271(C), pages 43-51.
    • Handle: RePEc:eee:apmaco:v:271:y:2015:i:c:p:43-51
    DOI: 10.1016/j.amc.2015.08.112
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