Analogue Circuit Control through Gene Expression

Created by W.Langdon from gp-bibliography.bib Revision:1.4549

  title =        "Analogue Circuit Control through Gene Expression",
  author =       "Kester Clegg and Susan Stepney",
  bibdate =      "2008-04-15",
  bibsource =    "DBLP,
  booktitle =    "Proceedings of Evo{COMNET}, Evo{FIN}, Evo{HOT},
                 Evo{IASP}, Evo{MUSART}, Evo{NUM}, Evo{STOC}, and
                 EvoTransLog, Applications of Evolutionary Computing,
  publisher =    "Springer",
  year =         "2008",
  volume =       "4974",
  editor =       "Mario Giacobini and Anthony Brabazon and 
                 Stefano Cagnoni and Gianni {Di Caro} and Rolf Drechsler and 
                 Anik{\'o} Ek{\'a}rt and Anna Esparcia-Alc{\'a}zar and 
                 Muddassar Farooq and Andreas Fink and Jon McCormack and 
                 Michael O'Neill and Juan Romero and Franz Rothlauf and 
                 Giovanni Squillero and Sima Uyar and Shengxiang Yang",
  isbn13 =       "978-3-540-78760-0",
  pages =        "154--163",
  series =       "Lecture Notes in Computer Science",
  DOI =          "doi:10.1007/978-3-540-78761-7_16",
  address =      "Naples",
  month =        "26-28 " # mar,
  keywords =     "genetic algorithms, genetic programming, Cartesian
                 genetic programming",
  abstract =     "Software configurable analogue arrays offer an
                 intriguing platform for automated design by
                 evolutionary algorithms. Like previous evolvable
                 hardware experiments, these platforms are subject to
                 noise during physical interaction with their
                 environment. We report preliminary results of an
                 evolutionary system that uses concepts from gene
                 expression to both discover and decide when to deploy
                 analogue circuits. The output of a circuit is used to
                 trigger its reconfiguration to meet changing
                 conditions. We examine the issues of noise during our
                 evolutionary runs, show how this was overcome and
                 illustrate our system with a simple proof-of-concept
                 task that shows how the same mechanism of control works
                 for progressive developmental stages (canalisation) or
                 adaptable control (homoeostasis).",

Genetic Programming entries for Kester Clegg Susan Stepney