Title :
Bio-inspired algorithms and 2D Finite Element Method applied to Electromagnetic Band Gap structures design
Author :
da Silva Santos, Carlos Henrique ; Gonçalves, Marcos Sérgio ; Claudio, Kleucio ; Bordonalli, Aldário Chrestani ; Figueroa, Hugo Enrique Hernández
Author_Institution :
Dept. of Microwave & Opt., Univ. of Campinas, Campinas
Abstract :
This work presents the application of three different bio-inspired algorithms (genetic algorithm, evolution strategies and artificial immune systems) to design a filter and an air-waveguide coupling based on electromagnetic band gap (EBG) structures. The EBG modeling is accomplished by using a 2D numerical algorithm based on the finite element method (FEM). Another contribution of this work is a benchmark of these bio-inspired algorithms applied to the optimization of some electromagnetic devices, considering convergence efficiency and computational requirements.
Keywords :
artificial immune systems; electromagnetic waves; evolutionary computation; finite element analysis; genetic algorithms; photonic band gap; waveguide theory; FEM; air-waveguide coupling; artificial immune systems; bio-inspired algorithms; electromagnetic band gap; evolution strategies; filter; finite element method; genetic algorithm; Algorithm design and analysis; Artificial immune systems; Convergence; Electromagnetic coupling; Electromagnetic devices; Filters; Finite element methods; Genetic algorithms; Metamaterials; Periodic structures;
Conference_Titel :
Antennas and Propagation, 2009. EuCAP 2009. 3rd European Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4244-4753-4
Electronic_ISBN :
978-3-00-024573-2
