A Continuous Approach to Genetic Programming

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

  author =       "Cyril Fonlupt and Denis Robilliard",
  title =        "A Continuous Approach to Genetic Programming",
  booktitle =    "Proceedings of the 14th European Conference on Genetic
                 Programming, EuroGP 2011",
  year =         "2011",
  month =        "27-29 " # apr,
  editor =       "Sara Silva and James A. Foster and Miguel Nicolau and 
                 Mario Giacobini and Penousal Machado",
  series =       "LNCS",
  volume =       "6621",
  publisher =    "Springer Verlag",
  address =      "Turin, Italy",
  pages =        "335--346",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming: poster",
  isbn13 =       "978-3-642-20406-7",
  DOI =          "doi:10.1007/978-3-642-20407-4_29",
  size =         "12 pages",
  abstract =     "Differential Evolution (DE) is an evolutionary
                 heuristic for continuous optimisation problems. In DE,
                 solutions are coded as vectors of floats that evolve by
                 crossover with a combination of best and random
                 individuals from the current generation. Experiments to
                 apply DE to automatic programming were made recently by
                 Veenhuis, coding full program trees as vectors of
                 floats (Tree Based Differential Evolution or TreeDE).
                 In this paper, we use DE to evolve linear sequences of
                 imperative instructions, which we call Linear
                 Differential Evolutionary Programming (LDEP). Unlike
                 TreeDE, our heuristic provides constant management for
                 regression problems and lessens the tree-depth
                 constraint on the architecture of solutions.
                 Comparisons with TreeDE and GP show that LDEP is
                 appropriate to automatic programming.",
  notes =        "refs \cite{ICSI-TR-95-012},
                 \cite{DBLP:conf/icai/ONeillB06}, \cite{langdon:book}

                 Part of \cite{Silva:2011:GP} EuroGP'2011 held in
                 conjunction with EvoCOP2011 EvoBIO2011 and

Genetic Programming entries for Cyril Fonlupt Denis Robilliard