Mutual Information-based Fitness Functions for Evolutionary Circuit Synthesis

Created by W.Langdon from gp-bibliography.bib Revision:1.4340

  title =        "Mutual Information-based Fitness Functions for
                 Evolutionary Circuit Synthesis",
  author =       "Arturo Hernandez-Aguirre and Carlos Coello-Coello",
  pages =        "1309--1316",
  booktitle =    "Proceedings of the 2004 IEEE Congress on Evolutionary
  year =         "2004",
  publisher =    "IEEE Press",
  month =        "20-23 " # jun,
  address =      "Portland, Oregon",
  volume =       "2",
  keywords =     "genetic algorithms, genetic programming, EHW,
                 Evolutionary Design Automation, Evolutionary design \&
                 evolvable hardware",
  ISBN =         "0-7803-8515-2",
  URL =          "",
  DOI =          "doi:10.1109/CEC.2004.1331048",
  size =         "8 pages",
  abstract =     "Mutual Information and Normalised Mutual Information
                 measures are investigated. The goal is the analysis of
                 some fitness functions based in mutual information and
                 what problems prevent them from common use. We identify
                 and find a clear explanation to them, thereafter, we
                 propose new fitness functions and ran several
                 experiments to investigate their effect on the search
                 space, convergence time, and quality of solutions.",
  notes =        "CEC 2004 - A joint meeting of the IEEE, the EPS, and
                 the IEE.",

Genetic Programming entries for Arturo Hernandez-Aguirre Carlos Artemio Coello Coello