Analysis of Schema Variance and Short Term Extinction Likelihoods

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{poli:1998:evsn,
  author =       "Riccardo Poli and William B. Langdon and 
                 Una-May O'Reilly",
  title =        "Analysis of Schema Variance and Short Term Extinction
                 Likelihoods",
  booktitle =    "Genetic Programming 1998: Proceedings of the Third
                 Annual Conference",
  year =         "1998",
  editor =       "John R. Koza and Wolfgang Banzhaf and 
                 Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and 
                 David B. Fogel and Max H. Garzon and 
                 David E. Goldberg and Hitoshi Iba and Rick Riolo",
  pages =        "284--292",
  address =      "University of Wisconsin, Madison, Wisconsin, USA",
  publisher_address = "San Francisco, CA, USA",
  month =        "22-25 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-548-7",
  URL =          "http://cswww.essex.ac.uk/staff/poli/papers/Poli-GP1998-Schema.pdf",
  size =         "9 pages",
  abstract =     "This paper first analyses the impact of variance on
                 schema transmission. Working from an exact derivation
                 of the expected variance in schema transmission, it
                 derives and analyses the signal-to-noise ratio for
                 schemata. The paper then presents short term schema
                 transmission probability results that focus on newly
                 created schemata in the population. The analysis
                 reveals the relative dependencies between schema
                 transmission, population size, schema measured fitness,
                 schema fragility and schema creation.",
  notes =        "GP-98. Based on \cite{poli:1998:evsnTR}",
}

Genetic Programming entries for Riccardo Poli William B Langdon Una-May O'Reilly

Citations