Q10.8: On-line bibliography collections?
Jarmo Alander has compiled probably the biggest EC bibliography around. It has 2500 entries, and is
available in postscript form by ftp from:
ftp://garbo.uwasa.fi/pc/research/2500GArefs.ps.gz and also from
(see Q15.3) in file refs/2500GArefs.ps.gz Please send any additions or corrections to
The same directory on ENCORE also contains some other bibliography collections.
Dave Schaffer <ds1@philabs.Philips.Com> has compiled a bibliograpy on combinations of
and neural networks. About 150 entries, available in Bib format from
(See Q15.3) in file refs/cogann.bib.gz
Jochen Ruhland <firstname.lastname@example.org> has also compiled a bibliography
on this topic. Some papers deal only with neural networks, some only with genetic algorithms. About
300 references altogether. Some include an abstract. Available from:
kassel.de/pub/NeuralNets/ in We_and_our_work/papers/diplom.1.bib.gz There are
plans to expand this bibliography from time to time; the sequels will have names diplom.2.bib.gz,
A bibliography on Genetic Algorithms compiled by David E. Goldberg, Kelsey Milman, and Christina
Tidd is available as IlliGAL Report No 92008 (see Q14), via ftp from:
ftp://gal4.ge.uiuc.edu/pub/papers/IlliGALs/92008part1.ps.Z and 92008part2.ps.Z
Martyn Amos <Martyn.Amos@dcs.warwick.ac.uk> has assembled a collection of bibliographies from
various sources, tidied up the entries and removed duplicates. The collections are as follows:
Alife.bib.gz - General Artificial Life
ICGA-93.bib.gz - Proc. International Conference on GAs (1993)
chaos.bib.gz - Chaos theory
ga+nn.bib.gz - GAs and neural networks
ga.bib.gz - General GA references
ga2.bib.gz - General GA references
parallelGA.bib.gz - Parallel GAs
theory.bib.gz - Theoretical computer science (bias towards graph
theory, stochasic modelling and pobability theory)
misc.bib.gz - Miscellaneous topics (eg. Internet)
There are about 6200 references in total, although the biggest file by far is theory.bib, which
is not directly related to EC. The references are in BibTeX format. The files are available by FTP
ftp://ftp.dcs.warwick.ac.uk/pub/gaphd/Bibliographies/ or by WWW from
A collection of Genetic Programming references (and other tools) is maintained by Bill Langdon
<W.Langdon@cs.ucl.ac.uk> and is available via anonymous ftp from
Edmund Chattoe <E.Chattoe@surrey.ac.uk> has set up a bibliography on Evolutionary Models In
Economics and the Social Sciences. The latest copy of the EMSS bibliography and some accompanying
notes can be found at
Bernard Manderick <email@example.com> has compiled a bibliography on the use of GAs in
economics, and this was published in GA-Digest, v7n4 (with some followup comments in v7n5 &
v7n7). This can be retrieved by FTP from
ftp://ftp.aic.nrl.navy.mil/pub/galist/digests/v7n4 (see Q15.1).
Carlos Fonseca <firstname.lastname@example.org> has compiled a bibliography of about 50
references on GAs in Control, and it was published in GA-Digest, v7n18. This can be retrieved by FTP
ftp://ftp.aic.nrl.navy.mil/pub/galist/digests/v7n18 (see Q15.1).
The Learning Classifier Systems Bibliography is the largest LCS bibliography there is. Currently
about 600 entries.
A parallel GA bibliography is available via ftp from:
Andreas Uhl <email@example.com> has also compiled a parallel GA bibliography with
about 80 entries. It is available by WWW in:
John Koza <koza@CS.Stanford.EDU> has compiled an annotated bibliography on GP, and about 60
references were published in GA-Digest, v7n30. This can be retrieved by FTP from
ftp://ftp.aic.nrl.navy.mil/pub/galist/digests/v7n30 or from
(See Q15.3) in file refs/gp-ref.gz
Melanie Mitchell <firstname.lastname@example.org > has compiled a bibliography of about 40 references on this
topic, and it was published in GA-Digest, v7n33. This can be retrieved by FTP from
ftp://ftp.aic.nrl.navy.mil/pub/galist/digests/v7n33 (see Q15.1).
Kyeongmo Park <email@example.com> has compiled a bibliography of about 20 references on this
topic, and it was published in GA-Digest, v8n10. This can be retrieved by FTP from
ftp://ftp.aic.nrl.navy.mil/pub/galist/digests/v8n10 (see Q15.1).
Bhaskar Krishnamachari <firstname.lastname@example.org> has compiled the following bibliographies:
The application of genetic algorithms to telecommunication systems: a
The application of genetic algorithms to the design and optimization of data
networks: a bibliography
Richard K. Belew has collected information on approximately 2600 Masters and Ph.D. theses, nominally
in the area of AI. The entire list (about 170KB) is available for anonymous FTP at:
Questions, suggestions, additions etc. to <email@example.com>.
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Hitch Hiker's Guide to Evolutionary Computation,
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