Design of a Discrete Deadbeat Controller Based on Block Diagram Oriented Genetic Programming

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

@InProceedings{Maher:2015:MCSI,
  author =       "Rami A. Maher and Mohamed J. Mohamed",
  booktitle =    "Second International Conference on Mathematics and
                 Computers in Sciences and in Industry (MCSI)",
  title =        "Design of a Discrete Deadbeat Controller Based on
                 Block Diagram Oriented Genetic Programming",
  year =         "2015",
  pages =        "105--112",
  abstract =     "This paper proposes a Genetic Programming
                 representation and algorithm that can be used for
                 control system design. The proposed Genetic Programming
                 algorithm named Block Diagram Oriented Genetic
                 Programming BDOGP. The characteristics of the tree
                 structure and the used genetic operations of the
                 proposed algorithm are illustrated here in detail. A
                 new numeric constant mutation operation is added to the
                 algorithm to strengthen the search for optimal
                 parameters of the BDOGP solutions. The proposed BDOGP
                 is used as an automated method to synthesise the block
                 diagram of a deadbeat controller for discrete control
                 system. The important BDOGP steps and remarks, which
                 perform the solution, are presented. The simulation
                 results show that the comparison between the GP
                 solution and the conventional state-space one indicates
                 the validity and accuracy of the solution obtained by
                 BDOGP.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/MCSI.2015.27",
  month =        aug,
  notes =        "Also known as \cite{7423950}",
}

Genetic Programming entries for Rami A Maher Mohamed J Mohamed

Citations