Going Back to our Roots: Second Generation Biocomputing
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{Timmis:2006:IJUC,
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author = "Jon Timmis and Martyn Amos and Wolfgang Banzhaf and
Andy Tyrrell",
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title = "Going Back to our Roots: Second Generation
Biocomputing",
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journal = "International Journal of Unconventional Computing",
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year = "2006",
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volume = "2",
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number = "4",
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pages = "349--378",
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note = "Special Issue: Grand Challenge in Non-Classical
Computation",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1548-7199",
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broken = "http://www.oldcitypublishing.com/pdf/596",
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URL = "http://www.oldcitypublishing.com/IJUC/IJUCabstracts/IJUC2.4abstracts/IJUCv2n4p349-378Timmis.html",
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URL = "http://www.cs.mun.ca/~banzhaf/papers/JUC2006.pdf",
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size = "33 pages",
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abstract = "Researchers in the field of biocomputing have, for
many years, successfully used the natural world as
inspiration for developing systems that are robust,
adaptable and capable of generating novel and even
'creative' solutions to human-defined problems.
However, in this position paper we argue that the time
has now come for a reassessment of how we exploit
biology to generate new computational systems. Previous
solutions (the 'first generation' of biocomputing
techniques), whilst reasonably effective, are crude
analogues of actual biological systems. We believe that
a new, inherently inter-disciplinary approach is needed
for the development of the emerging 'second generation'
of bio-inspired methods. This new modus operandi will
require much closer interaction between the engineering
and life sciences communities, as well as a
bidirectional flow of concepts, applications and
expertise.We support our argument by examining, in this
new light, three existing areas of biocomputing
(genetic programming, artificial immune systems and
evolvable hardware), as well as an emerging area
(natural genetic engineering) which may provide useful
pointers as to the way forward.",
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notes = "See also \cite{oai:arXiv.org:cs/0512071}.
http://www.oldcitypublishing.com/IJUC/IJUC.html",
- }
Genetic Programming entries for
Jon Timmis
Martyn Amos
Wolfgang Banzhaf
Andrew M Tyrrell
Citations