Discovery of Symbolic, Neuro-Symbolic and Neural Networks with Parallel Distributed Genetic Programming

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

@TechReport{Poli:1996:nnPDGP,
  author =       "Riccardo Poli",
  title =        "Discovery of Symbolic, Neuro-Symbolic and Neural
                 Networks with Parallel Distributed Genetic
                 Programming",
  institution =  "University of Birmingham, School of Computer Science",
  number =       "CSRP-96-14",
  month =        aug,
  year =         "1996",
  note =         "Presented at 3rd International Conference on
                 Artificial Neural Networks and Genetic Algorithms,
                 ICANNGA'97",
  email =        "R.Poli@cs.bham.ac.uk",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1996/CSRP-96-14.ps.gz",
  abstract =     "Genetic Programming is a method of program discovery
                 consisting of a special kind of genetic algorithm
                 capable of operating on parse trees representing
                 programs and an interpreter which can run the programs
                 being optimised. This paper describes Parallel
                 Distributed Genetic Programming (PDGP), a new form of
                 genetic programming which is suitable for the
                 development of parallel programs in which symbolic and
                 neural processing elements can be combined a in free
                 and natural way. PDGP is based on a graph-like
                 representation for parallel programs which is
                 manipulated by crossover and mutation operators which
                 guarantee the syntactic correctness of the offspring.
                 The paper describes these operators and reports some
                 results obtained with the exclusive-or problem.",
  notes =        "See also \cite{poli:1997:sn-snn} This entry duplicated
                 \cite{poli:1996:sn-snnTR} which has now been removed
                 WBL Oct 2006

                 ",
}

Genetic Programming entries for Riccardo Poli

Citations