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Izvorni znanstveni članak
https://doi.org/10.17559/TV-20170414102806

A Novel Combined Modelling and Optimization Technique for Microwave Components

Yanghua Gao ; Information Center of China Tobacco Zhejiang Industrial Co. Ltd., No. 77, Zhongshan South Road, Hangzhou 310008, China
Zhihua Zhang ; Information Center of China Tobacco Zhejiang Industrial Co. Ltd., No. 77, Zhongshan South Road, Hangzhou 310008, China
Hailiang Lu ; Information Center of China Tobacco Zhejiang Industrial Co. Ltd., No. 77, Zhongshan South Road, Hangzhou 310008, China

Puni tekst: engleski, pdf (1 MB) str. 107-111 preuzimanja: 315* citiraj
APA 6th Edition
Gao, Y., Zhang, Z. i Lu, H. (2018). A Novel Combined Modelling and Optimization Technique for Microwave Components. Tehnički vjesnik, 25 (1), 107-111. https://doi.org/10.17559/TV-20170414102806
MLA 8th Edition
Gao, Yanghua, et al. "A Novel Combined Modelling and Optimization Technique for Microwave Components." Tehnički vjesnik, vol. 25, br. 1, 2018, str. 107-111. https://doi.org/10.17559/TV-20170414102806. Citirano 12.05.2021.
Chicago 17th Edition
Gao, Yanghua, Zhihua Zhang i Hailiang Lu. "A Novel Combined Modelling and Optimization Technique for Microwave Components." Tehnički vjesnik 25, br. 1 (2018): 107-111. https://doi.org/10.17559/TV-20170414102806
Harvard
Gao, Y., Zhang, Z., i Lu, H. (2018). 'A Novel Combined Modelling and Optimization Technique for Microwave Components', Tehnički vjesnik, 25(1), str. 107-111. https://doi.org/10.17559/TV-20170414102806
Vancouver
Gao Y, Zhang Z, Lu H. A Novel Combined Modelling and Optimization Technique for Microwave Components. Tehnički vjesnik [Internet]. 2018 [pristupljeno 12.05.2021.];25(1):107-111. https://doi.org/10.17559/TV-20170414102806
IEEE
Y. Gao, Z. Zhang i H. Lu, "A Novel Combined Modelling and Optimization Technique for Microwave Components", Tehnički vjesnik, vol.25, br. 1, str. 107-111, 2018. [Online]. https://doi.org/10.17559/TV-20170414102806

Sažetak
This paper presents a novel combined parametric modelling and design optimization technique for microwave components utilizing the neural networks. The proposed technique provides an iterative mechanism between ANN model training and design optimization update. This iterative mechanism is fully automated and requires no manual intervention. Furthermore, the proposed technique overcomes the limitations of the common ANN optimization strategy where the fixed training region of the ANN model limits the freedom of design optimization. The proposed technique automatically enlarges the ANN training region until an optimization solution satisfying the user’s design specification is met. Once the whole iterative process is finished, an accurate parametric model and an optimal solution satisfying the design specification are simultaneously generated. A parametric modelling and design optimization example of a wideband QuasiElliptic filter design is presented to demonstrate the validity of this technique.

Ključne riječi
Automatic Neural Networks; design optimization; microwave components; parametric modelling

Hrčak ID: 193602

URI
https://hrcak.srce.hr/193602

Posjeta: 572 *