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31

GECCO
2004
Springer

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Convergence Examples of a Filter-Based Evolutionary Algorithm

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Convergence Examples of a Filter-Based Evolutionary Algorithm

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Abstract. We describe and critique the convergence properties of ﬁlterbased evolutionary pattern search algorithms (F-EPSAs). F-EPSAs implicitly use a ﬁlter to perform a multi-objective search for constrained problems such that convergence can be guaranteed. We provide two examples that illustrate how F-EPSAs may generate limit points other than constrained stationary points. F-EPSAs are evolutionary pattern search methods that employ a ﬁnite set of search directions, and our examples illustrate how the choice of search directions impacts an F-EPSA’s search dynamics.

Lauren M. Clevenger, William E. Hart

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Added	01 Jul 2010
Updated	01 Jul 2010
Type	Conference
Year	2004
Where	GECCO
Authors	Lauren M. Clevenger, William E. Hart

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