A combined knowledge-based neural-multilayer perceptron (KBN-MLP) model to account for a loading effect of arbitrary raised dielectric slab in a microwave cylindrical metallic cavity is presented. Existing partial knowledge about the resonant frequency behavior of loaded cavity is incorporated in th
✦ LIBER ✦
Microwave loaded cylindrical cavity modeling using knowledge-based neural networks
✍ Scribed by Zoran Stanković; Bratislav Milovanović
- Publisher
- John Wiley and Sons
- Year
- 2005
- Tongue
- English
- Weight
- 328 KB
- Volume
- 46
- Category
- Article
- ISSN
- 0895-2477
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
Neural model of microwave cylindrical ca
✍
Zoran Ž Stanković; Bratislav Milovanović; Nebojša Dončov
📂
Article
📅
2009
🏛
John Wiley and Sons
🌐
English
⚖ 370 KB
Applications of knowledge-based artifici
✍
P. M. Watson; K. C. Gupta; R. L. Mahajan
📂
Article
📅
1999
🏛
John Wiley and Sons
🌐
English
⚖ 197 KB
👁 2 views
This paper expands upon reported methods for utilizing prior knowledge for reducing complexity of input-output relationships that an ANN must learn. Previously, two simple methods, difference method and prior knowledge input method, were demonstrated for new model developments. This paper utilizes k