Title :
Application of Micro-Genetic Algorithm for Artificial Anisotropy ADI-FDTD Method
Author :
Zhang, Yan ; Lu, Shan-wei ; Zhang, Jun
Author_Institution :
Sch. of Electron. & Inf. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing
Abstract :
A new method to reduce the numerical dispersion of the conventional alternating-direction-implicit finite-difference time-domain (ADI-FDTD) method is proposed. Firstly, the numerical formulations are modified with the artificial anisotropy, and the numerical dispersion relation is derived. Secondly, the relative permittivity tensor of the artificial anisotropy can be obtained by the micro-genetic algorithm (MGA), which is a genetic algorithm with a very small population. Then, the capabilities and potentialities of this new method are demonstrated numerically using two non-uniform-mesh examples. And the numerical results of the proposed method are compared with those of the FDTD method, the conventional ADI-FDTD method, and the measured data, respectively. Furthermore, the reduction of the numerical dispersion is investigated as the objective function of the MGA. It is found that this new method is accurate and efficient by choosing proper objective function.
Keywords :
dispersion relations; electromagnetic wave propagation; genetic algorithms; permittivity; MGA dispersion algorithm; alternating-direction-implicit finite-difference time-domain method; artificial anisotropy; conventional ADI-FDTD method comparison; microgenetic algorithm; nonuniform-mesh model; numerical dispersion relation; numerical formulation; relative permittivity tensor; wave propagation velocity; Algorithm design and analysis; Anisotropic magnetoresistance; Dispersion; Extraterrestrial measurements; Finite difference methods; Genetic algorithms; Maxwell equations; Permittivity measurement; Tensile stress; Time domain analysis;
Conference_Titel :
Microwave Conference, 2008 China-Japan Joint
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3821-1
DOI :
10.1109/CJMW.2008.4772366