Chemical Computing Through Simulated Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.4472

  author =       "Larry Bull and Rita Toth and Chris Stone and 
                 Ben {De Lacy Costello} and Andrew Adamatzky",
  title =        "Chemical Computing Through Simulated Evolution",
  booktitle =    "Inspired by Nature: Essays Presented to Julian F.
                 Miller on the Occasion of his 60th Birthday",
  publisher =    "Springer",
  year =         "2017",
  editor =       "Susan Stepney and Andrew Adamatzky",
  volume =       "28",
  series =       "Emergence, Complexity and Computation",
  chapter =      "13",
  pages =        "269--286",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-319-67996-9",
  DOI =          "doi:10.1007/978-3-319-67997-6_13",
  abstract =     "Many forms of unconventional computing, i.e.,
                 massively parallel computers which exploit the
                 non-linear material properties of their substrate, can
                 be realised through simulated evolution. That is, the
                 behaviour of non-linear media can be controlled
                 automatically and the structural design of the media
                 optimized through the nature-inspired machine learning
                 approach. This chapter describes work using the
                 Belousov-Zhabotinsky reaction as a non-linear chemical
                 medium in which to realise computation. Firstly,
                 aspects of the basic structure of an experimental
                 chemical computer are evolved to implement two Boolean
                 logic functions through a collision-based scheme.
                 Secondly, a controller is evolved to dynamically affect
                 the rich spatio-temporal chemical wave behaviour to
                 implement three Boolean functions, in both simulation
                 and experimentation.",
  notes =        "part of \cite{miller60book}

Genetic Programming entries for Larry Bull Rita Toth Chris Stone Ben De Lacy Costello Andrew Adamatzky