Modified Multi-objective Particle Swarm Optimization for electromagnetic absorber design
Research output: Contribution to journal › Article › peer-review
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In: Progress in Electromagnetics Research, Vol. 79, 06.12.2008, p. Pages-353.
Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - Modified Multi-objective Particle Swarm Optimization for electromagnetic absorber design
AU - Chamaani, S.
AU - Mirtaheri, S.A.
AU - Teshnehlab, M.
AU - Shoorehdeli, M.A.
AU - Seydi, Vahid
PY - 2008/12/6
Y1 - 2008/12/6
N2 - 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.
AB - 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.
U2 - 10.1109/APACE.2007.4603923
DO - 10.1109/APACE.2007.4603923
M3 - Article
VL - 79
SP - Pages-353
JO - Progress in Electromagnetics Research
JF - Progress in Electromagnetics Research
ER -