Bio-inspired algorithms and 2D Finite Element Method applied to Electromagnetic Band Gap structures design

Bio-inspired algorithms and 2D Finite Element Method applied to Electromagnetic Band Gap structures design

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 nu...

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Hauptverfasser: da Silva Santos, Carlos Henrique, Goncalves, Marcos Sergio, Claudio, Kleucio, Bordonalli, Aldario Chrestani, Figueroa, Hugo Enrique Hernandez
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Algorithm design and analysis
Artificial immune systems
Convergence
Electromagnetic coupling
Electromagnetic devices
Filters
Finite element methods
Genetic algorithms
Metamaterials
Periodic structures
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Zusammenfassung: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.
ISSN:2164-3342