Considerations for selecting functions and terminals in genetic programming for fault-detection in embedded systems

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

@InProceedings{conf/icinco/SprogarVC06,
  title =        "Considerations for selecting functions and terminals
                 in genetic programming for fault-detection in embedded
                 systems",
  author =       "Matej Sprogar and Domen Verber and Matjaz Colnaric",
  booktitle =    "{ICINCO} 2006, Proceedings of the Third International
                 Conference on Informatics in Control, Intelligent
                 Control Systems and Optimization",
  publisher =    "INSTICC Press",
  year =         "2006",
  editor =       "Juan Andrade-Cetto and Jean-Louis Ferrier and 
                 Jos{\'e} Dias Pereira and Joaquim Filipe",
  ISBN =         "972-8865-59-7",
  pages =        "142--147",
  address =      "Set{\'u}bal, Portugal",
  month =        aug # " 1-5",
  bibdate =      "2007-02-21",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/icinco/icinco2006-icso.html#SprogarVC06",
  keywords =     "genetic algorithms, genetic programming embedded
                 systems, fault detection, monitoring cell",
  URL =          "http://www.icinco.org/Abstracts/2006/ICINCO_2006_Abstracts.htm",
  DOI =          "doi:10.5220/0001215101420147",
  size =         "6 pages",
  abstract =     "The article describes the terminals and functions used
                 by genetic programming to discover specific parameters
                 for fault-detection in embedded control systems design.
                 Choice of different functions and terminals affects the
                 convergence speed. The state of embedded controller is
                 mapped into a space of valid/invalid points and genetic
                 programming is used to divide the space into hypercubes
                 that can be used to trivially recognize faults during
                 system operation. The fault-detection logic operates by
                 monitoring the input and output variables of the
                 embedded controller. It is based on acquired and
                 built-in knowledge about the normal behaviour in order
                 to detect abnormalities. The fault-detection problem is
                 approched by the use of monitoring cells, which
                 implement the system supervising logic.",
  notes =        "COBISS.SI-ID 10611734",
}

Genetic Programming entries for Matej Sprogar Domen Verber Matjaz Colnaric

Citations