Design of two-dimensional recursive filters using genetic algorithms

Mastorakis, NE; Gonos, IF; Swamy, MNS

dc.contributor.author	Mastorakis, NE	en
dc.contributor.author	Gonos, IF	en
dc.contributor.author	Swamy, MNS	en
dc.date.accessioned	2014-03-01T01:18:51Z
dc.date.available	2014-03-01T01:18:51Z
dc.date.issued	2003	en
dc.identifier.issn	10577122	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/15223
dc.subject	2-D systems	en
dc.subject	Constrained optimization	en
dc.subject	Genetic algorithm (GA)	en
dc.subject	Multidimensional systems	en
dc.subject	Two-dimensional (2-D) recursive filters	en
dc.subject.other	Constraint theory	en
dc.subject.other	Convergence of numerical methods	en
dc.subject.other	Digital filters	en
dc.subject.other	Genetic algorithms	en
dc.subject.other	Mathematical models	en
dc.subject.other	Optimization	en
dc.subject.other	Problem solving	en
dc.subject.other	Recursive functions	en
dc.subject.other	Two dimensional	en
dc.subject.other	Multidimensional systems	en
dc.subject.other	Recursive filters	en
dc.subject.other	Electric network synthesis	en
dc.title	Design of two-dimensional recursive filters using genetic algorithms	en
heal.type	journalArticle	en
heal.identifier.primary	10.1109/TCSI.2003.811019	en
heal.identifier.secondary	http://dx.doi.org/10.1109/TCSI.2003.811019	en
heal.publicationDate	2003	en
heal.abstract	In this paper, we examine a new design method for two-dimensional (2-D) recursive digital filters using genetic algorithms (GAs). The design of the 2-D filter is reduced to a constrained minimization problem the solution of which is achieved by the convergence of an appropriate GA. Theoretical results are illustrated by a numerical example. Also, comparison with the results of some previous design methods is attempted.	en
heal.journalName	IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications	en
dc.identifier.doi	10.1109/TCSI.2003.811019	en
dc.identifier.volume	50	en
dc.identifier.issue	5	en
dc.identifier.spage	634	en
dc.identifier.epage	639	en