Convergence of Program Fitness Landscapes

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

@InProceedings{langdon:2003:gecco,
  author =       "W. B. Langdon",
  title =        "Convergence of Program Fitness Landscapes",
  booktitle =    "Genetic and Evolutionary Computation -- GECCO-2003",
  editor =       "E. Cant{\'u}-Paz and J. A. Foster and K. Deb and 
                 D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and 
                 R. Standish and G. Kendall and S. Wilson and 
                 M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and 
                 A. C. Schultz and K. Dowsland and N. Jonoska and 
                 J. Miller",
  year =         "2003",
  pages =        "1702--1714",
  address =      "Chicago",
  publisher_address = "Berlin",
  month =        "12-16 " # jul,
  volume =       "2724",
  series =       "LNCS",
  ISBN =         "3-540-40603-4",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, fitness
                 landscapes, route map, expected runtime, reversible
                 computer, random computer, amorphous computing, point
                 mutation, Neighborhood, hill climbing, modulo
                 computing, bit flip computer, general proof, boolean
                 function, linear genetic programming, average
                 computer",
  URL =          "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_gecco2003.pdf",
  URL =          "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_gecco2003.ps.gz",
  DOI =          "doi:10.1007/3-540-45110-2_63",
  size =         "12 pages",
  abstract =     "Point mutation has no effect on almost all linear
                 programs. In two genetic programming (GP) computers
                 (cyclic and bit flip) we calculate the fitness
                 evaluations needed using steepest ascent and first
                 ascent hill climbers and evolutionary search. We
                 describe how the average fitness landscape scales with
                 program length and give general bounds.",
  notes =        "GECCO-2003 A joint meeting of the twelvth
                 international conference on genetic algorithms
                 (ICGA-99) and the eigth annual genetic programming
                 conference (GP-2003)",
}

Genetic Programming entries for William B Langdon

Citations