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

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{martin:2001:GPEM,

• author = "Peter Martin",
• title = "A Hardware Implementation of a Genetic Programming System Using {FPGAs} and {Handel-C}",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2001",
• volume = "2",
• number = "4",
• pages = "317--343",
• month = dec,
• keywords = "genetic algorithms, genetic programming, evolvable hardware, FPGA, Handel-C, parallel genetic algorithm",
• ISSN = "1389-2576",
• URL = "http://www.naiadhome.com/gpem-d.pdf",
• URL = "http://citeseer.ist.psu.edu/568511.html",
• URL = "https://rdcu.be/ddsvB",
• DOI = "doi:10.1023/A:1012942304464",
• size = "27 pages",
• abstract = "This paper presents an implementation of Genetic Programming using a Field Programmable Gate Array. This novel implementation uses a high level language to hardware compilation system, called Handel-C, to produce a Field Programmable Logic Array capable of performing all the functions required of a Genetic Programming System. Two simple test problems demonstrate that GP running on a Field Programmable Gate Array can outperform a software version of the same algorithm by exploiting the intrinsic parallelism available using hardware, and the geometric parallelisation of Genetic Programming.",
• notes = "Xilinx BG560 FPGA XCV2000e, Celoxica RC1000 FPGA board. See also \cite{martin:2002:EuroGP} Article ID: 386361",

}

Genetic Programming entries for Peter Martin

Citations