Co-evolving Demes of Non-uniform Cellular Automata for Synchronisation
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Vassilev:1999:eh2,
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author = "Vesselin K. Vassilev and Julian F. Miller and
Terence C. Fogarty",
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title = "Co-evolving Demes of Non-uniform Cellular Automata for
Synchronisation",
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booktitle = "The First NASA/DoD Workshop on Evolvable Hardware",
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year = "1999",
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editor = "Adrian Stoica and Jason Lohn and Didier Keymeulen",
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pages = "111--119",
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address = "Pasadena, California",
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publisher_address = "1730 Massachusetts Avenue, N.W., Washington, DC
20036-1992, USA",
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month = "19-21 " # jul,
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organisation = "Jet Propulsion Laboratory, California Institute of
Technology",
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publisher = "IEEE Computer Society",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "0-7695-0256-3",
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DOI = "doi:10.1109/EH.1999.785442",
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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.",
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notes = "EH1999 http://cism.jpl.nasa.gov/events/nasa_eh/",
- }
Genetic Programming entries for
Vesselin K Vassilev
Julian F Miller
Terence C Fogarty
Citations