Elitism, Sharing and Ranking Choices in Evolutionary Multi-Criterion Optimisation
Pursehouse, R.C. and Fleming, P.J.
(2002)
Elitism, Sharing and Ranking Choices in Evolutionary Multi-Criterion Optimisation.
Research Report.
ACSE Research Report 815
.
Department of Automatic Control and Systems Engineering
Abstract
Elitism and sharing are two mechanisms that are believed to improve the performance of an evolutionary multi-criterion optimiser. The relative performance of of the two most popular ranking strategies is largely unknown. Using a new empirical inquiry framework, this report studies the effect of elitism, sharing and ranking design choices using a benchmark suite of two-criterion problems.........
Metadata
Item Type:
Monograph
Authors/Creators:
Pursehouse, R.C.
Fleming, P.J.
Copyright, Publisher and Additional Information:
The Department of Automatic Control and Systems Engineering research reports offer a forum for the research output of the academic staff and research students of the Department at the University of Sheffield. Papers are reviewed for quality and presentation by a departmental editor. However, the contents and opinions expressed remain the responsibility of the authors. Some papers in the series may have been subsequently published elsewhere and you are advised to cite the later published version in these instances.
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