Coevolutionary Cartesian Genetic Programming in FPGA
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F13%3APU106355" target="_blank" >RIV/00216305:26230/13:PU106355 - isvavai.cz</a>
Result on the web
<a href="http://mitpress.mit.edu/sites/default/files/titles/content/ecal13/ch062.html" target="_blank" >http://mitpress.mit.edu/sites/default/files/titles/content/ecal13/ch062.html</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.7551/978-0-262-31709-2-ch062" target="_blank" >10.7551/978-0-262-31709-2-ch062</a>
Alternative languages
Result language
angličtina
Original language name
Coevolutionary Cartesian Genetic Programming in FPGA
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GAP103%2F10%2F1517" target="_blank" >GAP103/10/1517: Natural Computing on Unconventional Platforms</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances in Artificial Life, ECAL 2013, Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems
ISBN
978-0-262-31709-2
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
431-438
Publisher name
MIT Press
Place of publication
Cambridge
Event location
Taormina
Event date
Sep 2, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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