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                             Journal of

                GENETIC PROGRAMMING AND EVOLVABLE MACHINES


 Submissions are invited for a special issue of the journal on the theme of

        BIOLOGICAL APPLICATIONS OF GENETIC AND EVOLUTIONARY COMPUTATION
                Wolfgang Banzhaf and James Foster, editors

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 The field of Genetic and Evolutionary Computation has greatly benefited
 by borrowing ideas from Biology. Recently, it has become clear that GEC
 can help to solve biological problems, and thereby to "repay the debt".
 It is also becoming apparent that the computer itself can be used as a
 model organism with which to study evolutionary processes in nature.

 We invite manuscripts presenting significant original research that
 applies GEC to biological problems. Topics of interest include
 (but not limited to):

 +       Data mining biological data repositories
 +       Sequence alignment
 +       Phylogenetic reconstruction
 +       Gene expression and regulation, alternate splicing
 +       Functional diversification through gene duplication
        and exon shuffling
 +       Structure Prediction for biological molecules (structural
        genomics and proteomics)
 +       Network reconstruction for development, expression,
        metabolism, catalysis, etc.
 +       Dynamical system approaches to biological systems
 +       Simulation of cells, viruses, organisms, and ecologies


 More information about GPEM (including contents of recent issues)
 can be found at
 http://www.kluweronline.com/issn/1389-2576


 IMPORTANT DATES

 February 15, 2003:     SUBMISSIONS due
 April 15, 2003:        REVIEWS back to authors
 May 15, 2003:          REVISIONS due (if necessary)
 June 15, 2003:         CAMERA-READY versions due

 Publication is expected in 2003.


 SUBMISSIONS

 Potential authors are encouraged to send an early note of intent to submit
 to the editors in order to allow for better planning.
 Submissions should be sent, attached electronically, to

        [EMAIL PROTECTED]   AND   [EMAIL PROTECTED]

 There are no format requirements for the submission, although documents in
 standard MS Word, PS or PDF format can be processed more expeditiously.

 Each paper will be peer reviewed by at least two referees. Upon favorable
 reviews, papers accepted for publication will need to be formatted
 according to the journal standards. An early review of the "Author
 Instructions" for style, references, and such as described on the
 journal's web site given above, is advisable and will facilitate the
 process.


 Wolfgang Banzhaf (Dortmund, Germany) and James Foster (Moscow, Idaho, USA)
 Editors

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