Synthesis of nonlinear dynamic systems using parameter optimization methods - A case study

Kanarachos, SA; Koulocheris, DV; Spentzas, KN

dc.contributor.author	Kanarachos, SA	en
dc.contributor.author	Koulocheris, DV	en
dc.contributor.author	Spentzas, KN	en
dc.date.accessioned	2014-03-01T01:54:30Z
dc.date.available	2014-03-01T01:54:30Z
dc.date.issued	2005	en
dc.identifier.issn	11092750	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/27420
dc.relation.uri	http://www.scopus.com/inward/record.url?eid=2-s2.0-20144383043&partnerID=40&md5=c44d95a8a117cfa5cb0bf64d67a1e99e	en
dc.subject	Control	en
dc.subject	Neural networks	en
dc.subject	Nonlinear dynamics	en
dc.subject	Parameter optimization methods	en
dc.subject.other	Algorithms	en
dc.subject.other	Control system analysis	en
dc.subject.other	Matrix algebra	en
dc.subject.other	Neural networks	en
dc.subject.other	Nonlinear control systems	en
dc.subject.other	Optimal control systems	en
dc.subject.other	Optimization	en
dc.subject.other	State space methods	en
dc.subject.other	Nonlinear dynamic systems	en
dc.subject.other	Parameter optimization methods	en
dc.subject.other	Performance index	en
dc.subject.other	Control system synthesis	en
dc.title	Synthesis of nonlinear dynamic systems using parameter optimization methods - A case study	en
heal.type	journalArticle	en
heal.publicationDate	2005	en
heal.abstract	This paper discusses a parameter optimization methodology for the synthesis of nonlinear dynamic systems. The method can be interpreted as a special neural network (NN) technique with predefined structure and weights (parameters) to be optimized. As such, the paper focuses on the definition of an appropriate performance index and on the application of parameter optimization methods in view of the fact that the performance index possesses, due to the nonlinear character of the dynamic system, numerous local minima. Test cases illustrate the performance of the proposed method.	en
heal.journalName	WSEAS Transactions on Computers	en
dc.identifier.volume	4	en
dc.identifier.issue	1	en
dc.identifier.spage	58	en
dc.identifier.epage	63	en