Modified Multi-Objective Particle Swarm Optimization for electromagnetic absorber design

被引:39
作者
Chamaani, S. [1 ]
Mirtaheri, S. A. [1 ]
Teshnehlab, M. [1 ]
Shoorehdeli, M. A. [1 ]
Seydi, V. [1 ]
机构
[1] KN Toosi Univ Technol, Fac Elect Engn, Tehran, Iran
关键词
D O I
10.2528/PIER07101702
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
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 modi. cations 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.
引用
收藏
页码:353 / 366
页数:14
相关论文
共 14 条
[1]
CHAMAANI S, 2006, P 2006 ANT URS MONTR, P629
[2]
Synthesis of circular antenna array using crossed particle swarm optimization algorithm [J].
Chen, T. B. ;
Dong, Y. L. ;
Jiao, Y. C. ;
Zhang, F. S. .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2006, 20 (13) :1785-1795
[3]
Coello CAC, 2004, IEEE T EVOLUT COMPUT, V8, P256, DOI [10.1109/TEVC.2004.826067, 10.1109/tevc.2004.826067]
[4]
Pareto optimal design of absorbers using a parallel elitist nondominate sorting genetic algorithm and the finite element-boundary integral method [J].
Cui, SM ;
Mohan, A ;
Weile, DS .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2005, 53 (06) :2099-2107
[5]
Engelbrecht A., 2005, Fundamentals of Computational Swarm Intelligence
[6]
Microwave absorber optimal design using multi-objective particle swarm optimization [J].
Goudos, S. K. ;
Sahalos, J. N. .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2006, 48 (08) :1553-1558
[7]
Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968
[8]
Application of particle swarm algorithm to the optimization of unequally spaced antenna arrays [J].
Lee, K. -C. ;
Jhang, J. -Y. .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2006, 20 (14) :2001-2012
[9]
Lee YH, 2004, PROG EL RES, V48, P125, DOI 10.2528/PIER04012202
[10]
Multi-objective optimization design of the Yagi-Uda antenna with an X-shape driven dipole [J].
Lei, J. ;
Fu, G. ;
Yang, L. ;
Fu, D. M. .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2007, 21 (07) :963-972