Title :
Neuro-Fuzzy Optimization of Photonic Crystal Structures
Author :
Danaie, Mohammad ; Attari, Amir Reza ; Mirsalehi, Mir Mojtaba ; Naseh, Sasan
Author_Institution :
Ferdowsi Univ. of Mashhad, Mashhad
Abstract :
In this paper, a CAD method is introduced for analyzing photonic crystal structures. In this method, the combination of a neuro-fuzzy network and simulated annealing algorithm is used. The performance of the proposed method is evaluated by a test example and it was found 30 times faster. Using this CAD method, new photonic crystal topologies were optimized. It was shown that all optimized structures converge to circular shapes.
Keywords :
CAD; fuzzy neural nets; optical engineering computing; photonic crystals; simulated annealing; CAD method; neuro-fuzzy network optimization; photonic crystal structure analysis; photonic crystal topology optimization; simulated annealing algorithm; Dielectric constant; Finite difference methods; Fuzzy neural networks; Lattices; Magnetic analysis; Magnetic fields; Optical computing; Photonic band gap; Photonic crystals; Time domain analysis; Frequency Bandgap; Neuro-Fuzzy networks; Optimization; Photonic Crystals;
Conference_Titel :
EUROCON, 2007. The International Conference on "Computer as a Tool"
Conference_Location :
Warsaw
Print_ISBN :
978-1-4244-0813-9
Electronic_ISBN :
978-1-4244-0813-9
DOI :
10.1109/EURCON.2007.4400535
