Genetic Programming with Reuse of Known Designs for Industrially Scalable, Novel Circuit Design

Created by W.Langdon from gp-bibliography.bib Revision:1.3963

@InCollection{Mcconaghy:2007:GPTP,
  author =       "Trent McConaghy and Pieter Palmers and 
                 Georges Gielen and Michiel Steyaert",
  title =        "Genetic Programming with Reuse of Known Designs for
                 Industrially Scalable, Novel Circuit Design",
  booktitle =    "Genetic Programming Theory and Practice {V}",
  year =         "2007",
  editor =       "Rick L. Riolo and Terence Soule and Bill Worzel",
  series =       "Genetic and Evolutionary Computation",
  chapter =      "10",
  pages =        "159--184",
  address =      "Ann Arbor",
  month =        "17-19" # may,
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, synthesis,
                 industrial, analog, integrated circuits, CAD",
  isbn13 =       "978-0-387-76308-8",
  URL =          "http://trent.st/content/2007-GPTP-novelty_mojito.pdf",
  DOI =          "doi:10.1007/978-0-387-76308-8_10",
  size =         "25 pages",
  abstract =     "This paper shows how aggressive reuse of known designs
                 brings orders-of-magnitude reduction in computational
                 effort, and simultaneously resolves trust issues for
                 synthesised designs, for genetic programming applied to
                 automated structural design. Furthermore, it uses
                 trustworthiness tradeoffs to handle addition of novelty
                 in a trackable fashion. It uses a multi-objective
                 algorithm with an age-layered population structure to
                 avoid premature convergence. While the application here
                 is analog circuit design, the methodology is general
                 enough for many other problem domains.",
  notes =        "part of \cite{Riolo:2007:GPTP} published 2008",
  affiliation =  "Katholieke Universiteit Leuven Leuven Belgium",
}

Genetic Programming entries for Trent McConaghy Pieter Palmers Georges G E Gielen Michiel Steyaert

Citations