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Abstract: Island model genetic algorithms(GAs) are based on independent GAs which evolve separately, and intermittently exchange genetic material. Such models may be expressed as nested higher-order functions and realised as the corresponding nested algorithmic skeletons. Here we consider the use of an island model GA for the Traveling Salesperson Problem(TSP) in the evaluation of our parallelising compiler for Standard ML. We also discuss how an island model GA may be used to solve the... (Update)
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BibTeX entry: (Update)
G. Michaelson and N.Scaife. Parallel functional island model genetic algorithms through nested skeletons. In M. Mohnen and P. Koopman, editors, Proceedings of 12th International Workshop on the Implementation of Functional Languages, pages 307--313, Aachen, September 2000. --ISSN 0935-3232. http://citeseer.ist.psu.edu/michaelson00parallel.html More
@misc{ michaelson00parallel,
author = "G. Michaelson and N. Scaife",
title = "Parallel functional island model genetic algorithms through nested skeletons",
text = "G. Michaelson and N.Scaife. Parallel functional island model genetic algorithms
through nested skeletons. In M. Mohnen and P. Koopman, editors, Proceedings
of 12th International Workshop on the Implementation of Functional Languages,
pages 307--313, Aachen, September 2000. --ISSN 0935-3232.",
year = "2000",
url = "citeseer.ist.psu.edu/michaelson00parallel.html" }
Citations (may not include all citations):79 Optimisation and Machine Learning (context) - Goldberg, in - 1989
54 Programming with Regions in the ML Kit - Tofte, Birkedal et al. - 1997
16 Detecting parallel structures in functional programs (context) - Busvine - 1993
15 Nested algorithmic skeletons from higher order functions - Michaelson, Scaife et al. - 2000
12 Towards a skeleton based parallelising compiler for SML - Michaelson, Ireland et al. - 1997
4 Parallel functional genetic algorithms in Standard ML from R.. - Michaelson, Bristow - 1999
4 Technical Report EPCC-PAPRPL2 -FS (context) - Surry, Functional - 1993
2 A Journal of Researches (context) - Darwin - 1910
2 Skeleton-based parallelisation of functional programs (context) - Brativold - 1994
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