A Pipelined Hardware Implementation of Genetic Programming Using FPGAs and Handel-C

Authors:
Peter Martin
Affiliations:
-
Venue:
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Year:
2002

Citing 11
Cited 1

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A Hardware Implementation of a Genetic Programming System Using FPGAs and Handel-C

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Abstract

A complete Genetic Programming (GP) system implemented in a single FPGA is described in this paper. The GP system is capable of solving problems that require large populations and by using parallel fitness evaluations can solve problems in a much shorter time that a conventional GP system in software. A high level language to hardware compilation system called Handel-C is used for implementation.