Artificial neural networks have been employed as a fast tool for microwave device modelling. Support vector machines developed by Vapnik are gaining popularity due to many attractive features capable to overcome the limitations connected to ANNs. In this work, we discuss the use of support vector regression machines for microwave devices and antenna modelling

Microwave Devices and Antennas Modelling by Support Vector Regression Machines

ANGIULLI, Giovanni;Versaci M
2006

Abstract

Artificial neural networks have been employed as a fast tool for microwave device modelling. Support vector machines developed by Vapnik are gaining popularity due to many attractive features capable to overcome the limitations connected to ANNs. In this work, we discuss the use of support vector regression machines for microwave devices and antenna modelling
1-4244-0320-0
Support Vector Regression Machines; Microstrip Antennas
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/20.500.12318/15639
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