Computational Intelligence Technique  & Electromagnetic Optimization Lab v.1.0  (CITEO Lab v.1.0) Automation & Optimizatio...
Genetic Algorithm (GA) Particle Swing (PS) Neural Network (NW)  Local Search (LS) Evolution Strategy  (ES) Computational i...
Computational Intelligence Technique  & Electromagnetic Optimization Lab v.1.0 (CITEO Lab v.1.0)
 
UWB Monopole Antenna Simple patch Tree-shaped  patch
Search space:  3.1-10.6  GHz fi = -20 dB if fi <-20 dB fi= S11 dB if fi >-20 dB Search space:  3.1-10.6  GHz fi= -50 dB if...
Planar Filter Design
 
MAGRAM Design
E k H E k H k k E H E H TE mode TM mode
TM mode MAGRAM fi= S11 dB  E k H
 
TE mode MAGRAM E k H
TE + TM mode + E k H E k H E k H E k H
Optimal shapes for  different polarization directions + TE mode TM mode TE+TM mode E k H E k H E k H E k H
Next to do Isotropic MAGRAM Miniaturized MAGRAM Multi-object Optimization Problem Nano-MAGRAM
00 NN-GA for optimal performance prediction  of ZnO antireflection coating
Optical device Designs
 
 
Plan to do <ul><li>NN-FCGA for EM absorber design & LP filter </li></ul><ul><li>GA-NN for ZnO antireflection coating </li>...
Future works <ul><li>Development of Evolution Strategies </li></ul><ul><li>Framework design </li></ul><ul><li>CITO for opt...
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CITO

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CITO

  1. 1. Computational Intelligence Technique & Electromagnetic Optimization Lab v.1.0 (CITEO Lab v.1.0) Automation & Optimization Optimization & Parameterization
  2. 2. Genetic Algorithm (GA) Particle Swing (PS) Neural Network (NW) Local Search (LS) Evolution Strategy (ES) Computational intelligence in Engineering Optimization-Design CITO Optimization Toolkit Parameter Extraction for Microwave Component s & Optical Devices Synthesis Design for EM Metamaterials & Devices Process Prediction Electron-Optics Optimization Function Optimization
  3. 3. Computational Intelligence Technique & Electromagnetic Optimization Lab v.1.0 (CITEO Lab v.1.0)
  4. 5. UWB Monopole Antenna Simple patch Tree-shaped patch
  5. 6. Search space: 3.1-10.6 GHz fi = -20 dB if fi <-20 dB fi= S11 dB if fi >-20 dB Search space: 3.1-10.6 GHz fi= -50 dB if fi <-50 dB fi= S11 dB if fi >-50 dB Search space: 0-10.6 GHz fi= -20 dB if fi <-20 dB fi= S11 dB if fi >-20 dB 3-Patch UWB Antenna
  6. 7. Planar Filter Design
  7. 9. MAGRAM Design
  8. 10. E k H E k H k k E H E H TE mode TM mode
  9. 11. TM mode MAGRAM fi= S11 dB E k H
  10. 13. TE mode MAGRAM E k H
  11. 14. TE + TM mode + E k H E k H E k H E k H
  12. 15. Optimal shapes for different polarization directions + TE mode TM mode TE+TM mode E k H E k H E k H E k H
  13. 16. Next to do Isotropic MAGRAM Miniaturized MAGRAM Multi-object Optimization Problem Nano-MAGRAM
  14. 17. 00 NN-GA for optimal performance prediction of ZnO antireflection coating
  15. 18. Optical device Designs
  16. 21. Plan to do <ul><li>NN-FCGA for EM absorber design & LP filter </li></ul><ul><li>GA-NN for ZnO antireflection coating </li></ul><ul><li>Multi-objective GA </li></ul>
  17. 22. Future works <ul><li>Development of Evolution Strategies </li></ul><ul><li>Framework design </li></ul><ul><li>CITO for optical devices of integral optic system </li></ul>
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