Conference paper

HRBÁČEK Radek and DRAHOŠOVÁ Michaela. Coevolutionary Cartesian Genetic Programming in FPGA. In: Advances in Artificial Life, ECAL 2013, Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems. Cambridge: MIT Press, 2013, pp. 431-438. ISBN 978-0-262-31709-2. Available from: http://mitpress.mit.edu/sites/default/files/titles/content/ecal13/ch062.html
Publication language:english
Original title:Coevolutionary Cartesian Genetic Programming in FPGA
Title (cs):Koevoluční kartézské genetické programování v FPGA
Pages:431-438
Proceedings:Advances in Artificial Life, ECAL 2013, Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems
Conference:12th European Conference on Artificial Life
Place:Cambridge, US
Year:2013
URL:http://mitpress.mit.edu/sites/default/files/titles/content/ecal13/ch062.html
ISBN:978-0-262-31709-2
Publisher:MIT Press
Keywords
Cartesian genetic programming, coevolutionary algortihms, fitness modeling, hardware acceleration, FPGA.
Annotation
In this paper, a hardware platform for coevolutionary cartesian genetic programming is proposed. The proposed two-population coevolutionary algorithm involves the implementation of search algorithms in two MicroBlaze soft processors (one for each population) interconnected by the AXI bus in Xilinx Virtex 6 FPGA. Candidate programs are evaluated in a domain-specific virtual reconfigurable circuit incorporated into custom MicroBlaze peripheral. Experimental results in the task of evolutionary image filter design show that we can achieve a significant speed-up (up to 58) in comparison with a highly optimized software implementation.

BibTeX:
@INPROCEEDINGS{
   author = {Radek Hrb{\'{a}}{\v{c}}ek and Michaela Draho{\v{s}}ov{\'{a}}},
   title = {Coevolutionary Cartesian Genetic Programming in FPGA},
   pages = {431--438},
   booktitle = {Advances in Artificial Life, ECAL 2013, Proceedings of the
	Twelfth European Conference on the Synthesis and Simulation
	of Living Systems},
   year = {2013},
   location = {Cambridge, US},
   publisher = {MIT Press},
   ISBN = {978-0-262-31709-2},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10331}
}

Your IPv4 address: 54.92.201.232
Switch to IPv6 connection

DNSSEC [dnssec]