Co-evolving Demes of Non-uniform Cellular Automata for Synchronisation

Created by W.Langdon from gp-bibliography.bib Revision:1.7650

@InProceedings{Vassilev:1999:eh2,

• author = "Vesselin K. Vassilev and Julian F. Miller and Terence C. Fogarty",
• title = "Co-evolving Demes of Non-uniform Cellular Automata for Synchronisation",
• booktitle = "The First NASA/DoD Workshop on Evolvable Hardware",
• year = "1999",
• editor = "Adrian Stoica and Jason Lohn and Didier Keymeulen",
• pages = "111--119",
• address = "Pasadena, California",
• publisher_address = "1730 Massachusetts Avenue, N.W., Washington, DC 20036-1992, USA",
• month = "19-21 " # jul,
• organisation = "Jet Propulsion Laboratory, California Institute of Technology",
• publisher = "IEEE Computer Society",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "0-7695-0256-3",
• DOI = "doi:10.1109/EH.1999.785442",
• abstract = "Emergent computation refers to systems in which global information processing appears as a result of the interactions among many components, each of which may be a system that exhibits an ability for emergent computation at a different level of self-organisation. In this paper, we employ a modification of cellular programming to evolve cellular machines for synchronisation. This allows global computation to occur by many local interactions among computational demes of interacting cells. The computational machine, derived from the non-uniform cellular automata model, consists of a grid of cells which are co-evolved in isolated demes. We describe experiments which show that demes can be co-evolved to perform non-trivial computation. We also analyse the mechanisms of computation within the different synchronising demes. Our results not only show that the co-evolution of demes is possible, but that they can attain high computational performance through co-operative action.",
• notes = "EH1999 http://cism.jpl.nasa.gov/events/nasa_eh/",

}

Genetic Programming entries for Vesselin K Vassilev Julian F Miller Terence C Fogarty

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