Crossover Operators For a Hardware Implementation Of GP Using FPGAs and Handel-C

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{martin2:2002:gecco,

• author = "Peter Martin and Riccardo Poli",
• title = "Crossover Operators For a Hardware Implementation Of {GP} Using {FPGAs} and {Handel-C}",
• booktitle = "GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference",
• editor = "W. B. Langdon and E. Cant{\'u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and E. Burke and N. Jonoska",
• year = "2002",
• pages = "845--852",
• address = "New York",
• publisher_address = "San Francisco, CA 94104, USA",
• month = "9-13 " # jul,
• publisher = "Morgan Kaufmann Publishers",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-878-8",
• URL = "http://www.naiadhome.com/gp063.df",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2002/gp284.ps",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2002/gp284.pdf",
• URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/gecco2002/gecco-2002-14.pdf",
• size = "8 pages",
• abstract = "This paper analyses the behaviour of the crossover operator in a hardware implementation of Genetic Programming using Field Programmable Gate Arrays. Three different crossover operators that limit the lengths of programs are analysed: A truncating operator, a limiting operator that constrains the lengths of both offspring and a limiting operator that only constrains the length of one offspring. The latter has some interesting properties that suggest a new method of limiting code growth in the presence of fitness.",
• notes = "GECCO-2002. A joint meeting of the eleventh International Conference on Genetic Algorithms (ICGA-2002) and the seventh Annual Genetic Programming Conference (GP-2002)",

}

Genetic Programming entries for Peter Martin Riccardo Poli

Citations