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

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@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