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Evolutionary algorithms with deterministic mutation operators used for the optimization of the trajectory of a four-bar mechanism

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dc.contributor.author Kanarachos, A en
dc.contributor.author Koulocheris, D en
dc.contributor.author Vrazopoulos, H en
dc.date.accessioned 2014-03-01T01:18:58Z
dc.date.available 2014-03-01T01:18:58Z
dc.date.issued 2003 en
dc.identifier.issn 0378-4754 en
dc.identifier.uri http://hdl.handle.net/123456789/15289
dc.subject evolutionary algorithms en
dc.subject deterministic mutation en
dc.subject trajectory optimization en
dc.subject.classification Computer Science, Interdisciplinary Applications en
dc.subject.classification Computer Science, Software Engineering en
dc.subject.classification Mathematics, Applied en
dc.title Evolutionary algorithms with deterministic mutation operators used for the optimization of the trajectory of a four-bar mechanism en
heal.type journalArticle en
heal.identifier.primary 10.1016/j.matcom.2003.06.001 en
heal.identifier.secondary http://dx.doi.org/10.1016/j.matcom.2003.06.001 en
heal.language English en
heal.publicationDate 2003 en
heal.abstract In this paper, we propose an Evolutionary Algorithm (EA) with a deterministic mutation operator which is a combination of EA with the Broyden, Fletcher, Goldfarb and Shanno (BFGS) method. The advantages of both optimization algorithms are retained and interconnected. The proposed algorithm shows faster convergence as well as increased reliability in the search for the global optimum. Results referring to the Fletcher and Powel test function in comparison with EA (Evolution Strategies, Evolutionary Programming, and Genetic Algorithms), provide sufficient indication for the performance of the new method. Finally, the proposed method is successfully implemented for the trajectory optimization of a four-bar mechanism. (C) 2003 IMACS. Published by Elsevier B.V. All rights reserved. en
heal.publisher ELSEVIER SCIENCE BV en
heal.journalName MATHEMATICS AND COMPUTERS IN SIMULATION en
dc.identifier.doi 10.1016/j.matcom.2003.06.001 en
dc.identifier.isi ISI:000187041300001 en
dc.identifier.volume 63 en
dc.identifier.issue 6 en
dc.identifier.spage 483 en
dc.identifier.epage 492 en


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