The Evolution of Concurrent Control Software Using Genetic Programming

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

@TechReport{hart:2004:eurogpTR,
  author =       "John Hart and Martin Shepperd",
  title =        "The Evolution of Concurrent Control Software Using
                 Genetic Programming",
  institution =  "Empirical Software Engineering Research Group School
                 of Design, Engineering \& Computing, Bournemouth
                 University",
  year =         "2003",
  number =       "TR03-08",
  address =      "Royal London House, Christchurch Rd, Bournemouth, BH1
                 3LT, UK",
  keywords =     "genetic algorithms, genetic programming, linear
                 genetic programming, embedded software",
  URL =          "http://dec.bournemouth.ac.uk/ESERG/Technical_Reports/TR03-08/TR03-08.pdf",
  abstract =     "Despite considerable progress in GP over the past 10
                 years, there are many outstanding challenges that need
                 to be addressed before it will be widely deployed for
                 developing useful software. In this paper we suggest a
                 method for the automatic creation of concurrent control
                 software using Linear Genetic Programming (LGP) and a
                 `divide and conquer' approach. The method involves
                 decomposing the whole problem into a multi-task
                 solution with multiple inputs and multiple outputs -
                 similar to the process used to implement embedded
                 control solutions. We describe the necessary
                 architecture of typical embedded control systems and
                 their relevance to this work, the software evolution
                 scheme used and lastly demonstrate the technique for an
                 embedded software problem, namely a washing machine
                 controller.",
  notes =        "See also \cite{hart:2004:eurogp}",
  size =         "10 pages",
}

Genetic Programming entries for John Hart Martin J Shepperd

Citations