Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States

Created by W.Langdon from gp-bibliography.bib Revision:1.4163

  author =       "Nadia S. Taou and Michael A. Lones",
  title =        "Towards In Vivo Genetic Programming: Evolving Boolean
                 Networks to Determine Cell States",
  booktitle =    "EuroGP 2018: Proceedings of the 21st European
                 Conference on Genetic Programming",
  year =         "2018",
  month =        "4-6 " # apr,
  editor =       "Mauro Castelli and Lukas Sekanina and 
                 Mengjie Zhang and Stefano Cagnoni and Pablo Garcia-Sanchez",
  series =       "LNCS",
  volume =       "10781",
  publisher =    "Springer Verlag",
  address =      "Parma, Italy",
  pages =        "151--165",
  organisation = "EvoStar, Species",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-319-77552-4",
  DOI =          "doi:10.1007/978-3-319-77553-1_10",
  abstract =     "Within the genetic programming community, there has
                 been growing interest in the use of computational
                 representations motivated by gene regulatory networks
                 (GRNs). It is thought that these representations
                 capture useful biological properties, such as
                 evolvability and robustness, and thereby support the
                 evolution of complex computational behaviours. However,
                 computational evolution of GRNs also opens up
                 opportunities to go in the opposite direction:
                 designing programs that could one day be implemented in
                 biological cells. In this paper, we explore the ability
                 of evolutionary algorithms to design Boolean networks,
                 abstract models of GRNs suitable for refining into
                 synthetic biology implementations, and show how they
                 can be used to control cell states within a range of
                 executable models of biological systems.",
  notes =        "Part of \cite{Castelli:2018:GP} EuroGP'2018 held in
                 conjunction with EvoCOP2018, EvoMusArt2018 and

Genetic Programming entries for Nadia Solime Taou Michael A Lones