Parallel Implementation of a Genetic-Programming based Tool for Symbolic Regression

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

@TechReport{DSSE-TR-97-3,

• author = "Abdellah Salhi and Hugh Glaser and David {De Roure}",
• title = "Parallel Implementation of a Genetic-Programming based Tool for Symbolic Regression",
• institution = "Declarative Systems \& Software Engineering Group, Department of Electronics and Computer Science, University of Southampton",
• year = "1997",
• type = "DSSE Technical Reports",
• number = "DSSE-TR-97-3",
• address = "Highfield, Southampton SO17 1BJ, United Kingdom",
• month = jul # " 18",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www.dsse.ecs.soton.ac.uk/techreports/95-03/1997/dsse-tr-97-3.ps.gz",
• URL = "http://www.dsse.ecs.soton.ac.uk/techreports/95-03/97-3.html",
• abstract = "We report on a parallel implementation of a tool for symbolic regression, the algorithmic mechanism of which is based on genetic programming, and communication is handled using MPI. The implementation relies on a random islands model (RIM), which combines both the conventional islands model where migration of individuals between islands occurs periodically and niching where no migration takes place. The system was designed so that the algorithm is synergistic with parallel/distributed architectures, and works to make use of processor time and minimum use of network bandwidth without complicating the sequential algorithm significantly. Results on an IBM SP2 are included.",
• notes = "See also \cite{SGD98}",
• size = "13 pages",

}

Genetic Programming entries for Abdel Salhi Hugh Glaser David De Roure

Citations