A pipelined hardware implementation of genetic programming 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.

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APA

Martin, P. (2002). A pipelined hardware implementation of genetic programming using FPGAs and handel-C. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2278, pp. 1–12). Springer Verlag. https://doi.org/10.1007/3-540-45984-7_1

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