Principles in the Evolutionary Design of Digital Circuits-Part II

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@Article{miller:2000:peddg2,
  author =       "Julian F. Miller and Dominic Job and 
                 Vesselin K. Vassilev",
  title =        "Principles in the Evolutionary Design of Digital
                 Circuits-Part {II}",
  journal =      "Genetic Programming and Evolvable Machines",
  year =         "2000",
  volume =       "1",
  number =       "3",
  pages =        "259--288",
  month =        jul,
  keywords =     "genetic algorithms, genetic programming, evolvable
                 hardware, evolutionary computing, circuit design,
                 evolutionary algorithms, digital circuits, fitness
                 landscapes, case based reasoning, principle
                 extraction",
  ISSN =         "1389-2576",
  doi =          "doi:10.1023/A:1010066330916",
  abstract =     "In a previous work it was argued that by studying
                 evolved designs of gradually increasing scale, one
                 might be able to discern new, efficient, and
                 generalisable principles of design. These ideas are
                 tested in the context of designing digital circuits,
                 particularly arithmetic circuits. This process of
                 discovery is seen as a principle extraction loop in
                 which the evolved data is analysed both phenotypically
                 and genotypically by processes of data mining and
                 landscape analysis. The information extracted is then
                 fed back into the evolutionary algorithm to enhance its
                 search capabilities and hence increase the likelihood
                 of identifying new principles which explain how to
                 build systems which are too large to evolve.",
  notes =        "Article ID: 264704",
}

Genetic Programming entries for Julian F Miller Dominic Job Vesselin K Vassilev