Methodology of Neural Design: Applications in Microwave Engineering
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Date
2006-06
Authors
ORCID
Advisor
Referee
Mark
Journal Title
Journal ISSN
Volume Title
Publisher
Společnost pro radioelektronické inženýrství
Abstract
In the paper, an original methodology for the automatic creation of neural models of microwave structures is proposed and verified. Following the methodology, neural models of the prescribed accuracy are built within the minimum CPU time. Validity of the proposed methodology is verified by developing neural models of selected microwave structures. Functionality of neural models is verified in a design - a neural model is joined with a genetic algorithm to find a global minimum of a formulated objective function. The objective function is minimized using different versions of genetic algorithms, and their mutual combinations. The verified methodology of the automated creation of accurate neural models of microwave structures, and their association with global optimization routines are the most important original features of the paper.
Description
Citation
Radioengineering. 2006, vol. 15, č. 2, s. 12-17. ISSN 1210-2512
http://www.radioeng.cz/fulltexts/2006/06_02_12_17.pdf
http://www.radioeng.cz/fulltexts/2006/06_02_12_17.pdf
Document type
Peer-reviewed
Document version
Published version
Date of access to the full text
Language of document
en