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Design of two-dimensional recursive filters using genetic algorithms

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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


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