Emergent phenomena in genetic programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8051
- @InProceedings{Altenberg:1994EPIGP,
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author = "Lee Altenberg",
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year = "1994",
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title = "Emergent phenomena in genetic programming",
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booktitle = "Evolutionary Programming --- Proceedings of the Third
Annual Conference",
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editor = "Anthony V. Sebald and Lawrence J. Fogel",
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publisher = "World Scientific Publishing",
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pages = "233--241",
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address = "San Diego, CA, USA",
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month = "24-26 " # feb,
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keywords = "genetic algorithms, genetic programming",
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ISBN = "981-02-1810-9",
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URL = "http://dynamics.org/~altenber/PAPERS/EPIGP/",
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URL = "http://dynamics.org/Altenberg/FILES/LeeEPIGP.pdf",
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URL = "http://dynamics.org/~altenber/FTP/LeeEPIGP.ps",
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URL = "http://citeseer.ist.psu.edu/398393.html",
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abstract = "Evolutionary computation systems exhibit various
emergent phenomena, primary of which is adaptation. In
genetic programming, because of the indeterminate
nature of the representation, the evolution of both
recombination distributions and representations can
emerge from the population dynamics. A review of ideas
on these phenomena is presented, including theory on
the evolution of evolvability through differential
proliferation of subexpressions within programs. An
analysis is given of a model of genetic programming
dynamics that is supportive of the ``Soft Brood
Selection'' conjecture, which was proposed as a means
to counteract the emergence of highly conservative
code, and instead favor highly evolvable
code.
Copyright 1996 Lee Altenberg",
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notes = "
EP-94
http://www.wspc.com.sg/books/compsci/2401.html
broken sep 2019
http://www.natural-selection.com/eps/EP94.html",
- }
Genetic Programming entries for
Lee Altenberg
Citations