Title :
Modified Multi-objective Particle Swarm Optimization for electromagnetic absorber design
Author :
Chamaani, Somayyeh ; Mirtaheri, Seyed Abdullah ; Teshnehlab, Mohammad ; Shooredeli, Mahdi Aliyari
Author_Institution :
Fac. of Electr. Eng., K. N. Toosi Univ. of Technol., Tehran
Abstract :
Use of multi-objective particle swarm optimization for designing of planar multilayered electromagnetic absorbers and finding optimal Pareto front is described. The achieved Pareto presents optimal possible trade offs between thickness and reflection coefficient of absorbers. Particle swarm optimization method in comparison with most of optimization algorithms such as genetic algorithms is simple and fast. But the basic form of multi-objective particle swarm optimization may not obtain the best Pareto. We applied some modifications to make it more efficient in finding optimal Pareto front. Comparison with reported results in previous articles confirms the ability of this algorithm in finding better solutions.
Keywords :
Pareto optimisation; electromagnetic devices; multilayers; particle swarm optimisation; Pareto front; electromagnetic absorber design; multi-objective particle swarm optimization; reflection coefficient; thickness; Acceleration; Bandwidth; Electromagnetic reflection; Equations; Genetic algorithms; Optical reflection; Optimization methods; Pareto optimization; Particle swarm optimization; Sorting; Bandwidth; Multi objective Particle Swarm Optimization; Multilayered absorber; Pareto optimization; Thickness;
Conference_Titel :
Applied Electromagnetics, 2007. APACE 2007. Asia-Pacific Conference on
Conference_Location :
Melaka
Print_ISBN :
978-1-4244-1434-5
Electronic_ISBN :
978-1-4244-1435-2
DOI :
10.1109/APACE.2007.4603923