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A differential evolution algorithm for fuzzy control of smart structures

Marinaki Magdalini, Marinakis Ioannis, Stavroulakis Georgios

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URIhttp://purl.tuc.gr/dl/dias/D7B0E22A-CF37-40C8-B483-C91F6C6F0AE9-
Identifierhttp://webapp.tudelft.nl/proceedings/cst2012/pdf/marinaki.pdf-
Languageen-
Extent20 pagesen
TitleA differential evolution algorithm for fuzzy control of smart structures en
CreatorMarinaki Magdalinien
CreatorΜαρινακη Μαγδαληνηel
CreatorMarinakis Ioannisen
CreatorΜαρινακης Ιωαννηςel
CreatorStavroulakis Georgiosen
CreatorΣταυρουλακης Γεωργιοςel
Content SummarySmart structures include elements of active, passive or hybrid control. For compli- cated structures, mainly the ones including nonlinearities, or nonlinear control laws, the theoretical results from the area of control are not very helpful. In this paper, the fuzzy control is considered, which is a suitable tool for the systematic development of active control strategies, and the Differential Evolution algorithm is proposed and used for the calculation of the continuous and discrete free parameters in the fuzzy control system. Numerical applications for smart piezoelastic beams are presented. The results obtained are compared with the ones obtained with the fuzzy controller optimized using Particle Swarm Optimization and with the fuzzy controller optimized using a Genetic Algorithm.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-12-
Date of Publication2012-
SubjectApplied mechanicsen
SubjectEngineering, Mechanicalen
Subjectmechanics applieden
Subjectapplied mechanicsen
Subjectengineering mechanicalen
Bibliographic CitationM. Marinaki, Y. Marinakis and G.E. Stavroulakis, "A differential evolution algorithm for fuzzy control of smart structures," in Proceedings of the Eleventh International Conference on Computational Structures Technology, 2012.en

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