A New Approach to Evaluate GP Schema in Context

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "Hammad Majeed",
  title =        "A New Approach to Evaluate {GP} Schema in Context",
  booktitle =    "Genetic and Evolutionary Computation Conference
                 {(GECCO2005)} workshop program",
  year =         "2005",
  month =        "25-29 " # jun,
  editor =       "Franz Rothlauf and Misty Blowers and 
                 J{\"u}rgen Branke and Stefano Cagnoni and Ivan I. Garibay and 
                 Ozlem Garibay and J{\"o}rn Grahl and Gregory Hornby and 
                 Edwin D. {de Jong} and Tim Kovacs and Sanjeev Kumar and 
                 Claudio F. Lima and Xavier Llor{\`a} and 
                 Fernando Lobo and Laurence D. Merkle and Julian Miller and 
                 Jason H. Moore and Michael O'Neill and Martin Pelikan and 
                 Terry P. Riopka and Marylyn D. Ritchie and Kumara Sastry and 
                 Stephen L. Smith and Hal Stringer and 
                 Keiki Takadama and Marc Toussaint and Stephen C. Upton and 
                 Alden H. Wright",
  publisher =    "ACM Press",
  address =      "Washington, D.C., USA",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "378--381",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005wks/papers/0378.pdf",
  abstract =     "Evaluating GP schema in context is considered to be a
                 complex,and, at times impossible, task. The tightly
                 linked nodes of a GP tree is the main reason behind its
                 complexity. We present a new approach to evaluate GP
                 schema in context. It is simple in its implementation
                 with a potential to address well-known GP problems,
                 such as identification of significant schema, dead code
                 (introns) and module acquisition to name a few. It is
                 based on the principle that the contribution of a
                 schema can be evaluated by neutralising the effect of
                 the schema in the tree containing it (container-tree)
                 and then checking its effect on the container-tree's
                 fitness. Its usefulness is empirically demonstrated
                 along with its limitation.",
  notes =        "Distributed on CD-ROM at GECCO-2005. ACM

Genetic Programming entries for Hammad Majeed