Genetic Programming Theory and Practice XV

Created by W.Langdon from gp-bibliography.bib Revision:1.4504

  title =        "Genetic Programming Theory and Practice XV",
  year =         "2017",
  editor =       "Wolfgang Banzhaf and Randal S. Olson and 
                 William Tozier and Rick Riolo",
  series =       "Genetic and Evolutionary Computation",
  address =      "Ann Arbor, USA",
  month =        may,
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-319-90511-2",
  URL =          "",
  DOI =          "doi:10.1007/978-3-319-90512-9",
  size =         "200 pages",
  abstract =     "Provides papers describing cutting-edge work on the
                 theory and applications of genetic programming (GP)
                 Offers large-scale, real-world applications (big data)
                 of GP to a variety of problem domains, including
                 commercial and scientific applications as well as
                 bioinformatics problems Explores controlled semantics,
                 lexicase and other selection methods, crossover
                 techniques, diversity analysis and understanding of
                 convergence tendencies These contributions, written by
                 the foremost international researchers and
                 practitioners of Genetic Programming (GP), explore the
                 synergy between theoretical and empirical results on
                 real-world problems, producing a comprehensive view of
                 the state of the art in GP. Topics in this volume
                 include: exploiting subprograms in genetic programming,
                 schema frequencies in GP, Accessible AI, GP for Big
                 Data, lexicase selection, symbolic regression
                 techniques, co-evolution of GP and LCS, and applying
                 ecological principles to GP. It also covers several
                 chapters on best practices and lessons learned from
                 hands-on experience. Readers will discover large-scale,
                 real-world applications of GP to a variety of problem
                 domains via in-depth presentations of the latest and
                 most significant results.",
  notes =        "To be published 2018

                 March 2018 GPTP XIV 19-21 May 2016 does not seem to
                 have been published",

Genetic Programming entries for Wolfgang Banzhaf Randal S Olson William Tozier Rick L Riolo