- author = "Hugues Juille and Jordan B. Pollack",
- title = "Parallel Genetic Programming and Fine-Grained SIMD Architecture",
- booktitle = "Working Notes for the AAAI Symposium on Genetic Programming",
- year = "1995",
- editor = "E. V. Siegel and J. R. Koza",
- pages = "31--37",
- address = "MIT, Cambridge, MA, USA",
- publisher_address = "445 Burgess Drive, Menlo Park, CA 94025, USA",
- month = "10--12 " # nov,
- publisher = "AAAI",
- keywords = "genetic algorithms, genetic programming",
-
URL = "
http://www.aaai.org/Papers/Symposia/Fall/1995/FS-95-01/FS95-01-005.pdf",
-
URL = "
http://www.cs.brandeis.edu/~hugues/papers/AAAI_GP_95.ps.gz",
-
URL = "
http://www.aaai.org/Library/Symposia/Fall/fs95-01.php",
- size = "7 pages",
- abstract = "As tile field of Genetic Programming (GP) matures and its breadth of application increases, the need for parallel implementations becomes absolutely necessary. The transputer-based system recently presented by Koza ([8]) is one of the rare such parallel implementations. Until today, no implementation has been proposed for parallel GP using a SIMD architecture, except for a data-parallel approach ([16]), although others have exploited workstation farms and pipelined supercomputers. One reason is certainly the apparent difficulty of dealing with the parallel evaluation of different S-expressions when only a single instruction can be executed at the same time on every processor. The aim of this paper is to present such an implementation of parallel GP on a SIMD system, where each processor can efficiently evaluate a different S-expression. We have implemented this approach on a MasPar MP-2 computer, and will present some timing results. To the extent that SIMD machines, like the MasPar are available to offer cost-effective cycles for scientific experimentation, this is a useful approach.",
-
notes = "AAAI-95f GP. Part of \cite{siegel:1995:aaai-fgp} {\em
Telephone:} 415-328-3123 {\em Fax:} 415-321-4457 {\em
email} info@aaai.org {\em URL:}
http://www.aaai.org/
tic-tak-toe coevolution",
