Paper Title:
Applications of BPNN in Analyzing LHM Elemental Basic Structure
  Abstract

Based on the back propagation multi-layer forward feed neural network, the neural network model is built for the dielectric sensitive structural parameters between the equivalent permittivity and the equivalent permeability, which is used to analyze the basic left-hand materials(LHMS) structural. The experimental results show that the analysis time is 145.535648 seconds and the training mean error is 0.000113426 while adopting the scaled conjugate gradient method. The results are coincident with these ones by the full wave method, satisfying the engineering demand, reducing the faults caused by thickness resonance in the traditional numerical analysis method, realizing the coexistence between the high analysis precision and the high efficiency of the left-hand materials.

  Info
Periodical
Edited by
Kai Cheng, Yongxian Liu, Xipeng Xu and Hualong Xie
Pages
466-470
DOI
10.4028/www.scientific.net/AMM.16-19.466
Citation
J. Yu, X. Hong, X. P. Liu, W. Teng, "Applications of BPNN in Analyzing LHM Elemental Basic Structure", Applied Mechanics and Materials, Vols. 16-19, pp. 466-470, 2009
Online since
October 2009
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Wei Wei Ji, Tao Wang, Yan Nie, Rong Zhou Gong
Abstract:Based on the impedance matching and electromagnetic resonant characteristic of composite materials, we present a single-layer metamaterial...
1260
Authors: Chuan Liu
Micro-Electronic Packaging Technology and Equipment
Abstract:The design and implementation of DRO with isolated structure are presented. The simulation result and measured result show that the DRO with...
1801
Authors: P. Anithambigai, D. Mutharasu
Chapter 16: Semiconductor Materials Manufacturing
Abstract:This study elucidates the significance of thermal transient measurement based on structure function evaluation particularly on high power...
1363
Authors: Shou Xiang Chen, Xiu Lun Yang, Xiang Feng Meng, Yu Rong Wang, Lin Hui Wang, Guo Yan Dong
Chapter 3: Electronic Materials
Abstract:Plane-wave expansion method was employed to analyze the photonic band gap in two-dimensional silicon nitride photonic crystal. The effects of...
201
Authors: Sai Nan Wei, Rui Zhou Li, Li Chen, Ji Ming Yao
Chapter 7: Physics and Chemistry Materials and Technology
Abstract:Electromagnetic parameters and absorbing properties of fiber absorbents (carbon fiber, SiC fiber and polycrystalline iron fiber) were...
835