期刊文献+

遗传算法在雷达吸波涂层多目标优化设计中的应用 被引量:3

Multi-objective Optimization of Radar Absorbing Coating Using the Genetic Algorithm
下载PDF
导出
摘要 本文利用遗传算法实现了雷达吸波涂层的多目标优化设计。首先对目标函数进行合理设计,同时基于Pare-to最优概念,采用非劣分层遗传算法(NSGA)进行多目标优化。对具体实例的优化结果表明,该方法利用共享函数和小生境技术,可以使优化结果均匀的收敛于Pareto域附近。同传统优化方法相比,该方法物理意义明确,对决策者来说更具科学性、针对性和实用价值。 Multi-objective optimization of radar absorbing coating was designed using the genetic algorithm in this paper. Based on reasonable design for objective functions and the concept of Pareto optimality, multi-objective optimization was investigated. The optimization results show that the algorithm (NSGA) uses sharing and Niche technology and the results can dividedly converge at the Pareto front. Compared with conventional methods, this algorithm with clear physical meaning is more scientific and has extensive pertinence for the decision-makers.
出处 《航空材料学报》 EI CAS CSCD 2007年第3期82-86,共5页 Journal of Aeronautical Materials
关键词 劣分层遗传算法 多目标优化 雷达吸波涂层 NSGA multi-objective optimization radar absorbing coating
  • 相关文献

参考文献6

二级参考文献45

  • 1Pareto V. Cours d'economies politique, volume Ⅰ and Ⅱ [M]. F Rouge, Lausanne, 1896 被引量:1
  • 2Rosenberg R S. Simulation of genetic populations with biochemical properties [D]. University of Michigan,Ann Harbor, Michigan, 1967 被引量:1
  • 3Schaffer J D. Multiple objective optimization with vector evaluated genetic algorithms [A]. Genetic Algorithms and their Applications: Proceeding of the First International Conference on Genetic Algorithms [C], Lawrence Erlbaum, 1985. 93~ 100 被引量:1
  • 4Veldhuizen D A V, Lamont G B. Multiobjective evolutionary algorithm research: a history and analysis [R].TR-98-03, Department of Electrical and Computer Engineering, Graduate School of Engineering, Air Force Institute of Technology, Wright Patterson AFB, OH,USA, 1998 被引量:1
  • 5Fonseca C M, Fleming P J. Genetic algorithms for multiobjective optimization: formulation, discussion and generation [A]. Forrest S. Proceedings of the Fifth International Conference on Genetic Algorithms [C], SanMateo, California, University of Illinois at Urbana Champaign, Morgan Kaufman Publishers, 1993. 416~423 被引量:1
  • 6Srinivas N, Kalyanmoy D. Multiobjective optimization using nondominated sorting in genetic algorithms [J].Evolutionary Computation, 1994, 2(3): 221~248 被引量:1
  • 7Horn J, Nafpliotis N. Multiobjective optimization using the Riched Pareto genetic algorithm [R]. Technical Report IlliGAL Report 93005, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA, 1993 被引量:1
  • 8Lis J, Eiben A E. A multi-sexual genetic algorithm for multi-objective optimization [A]. Fukuda T, Furuhashi T. Proceedings of the 1996 International Conference on Evolutionary Computation, IEEE [C], Nagoya, Japan,1996. 59~64 被引量:1
  • 9Darrell W. Evaluating evolutionary algorithms [J]. Artificial Intelligence, 1996, 85:245~276 被引量:1
  • 10Wienke P B, Lucasius C, Kateman G. Multicriteria target vector optimization of analytical procedures using a genetic algorithm [J]. Analytica Chimica Acta,1992, 265(2): 211~225 被引量:1

共引文献59

同被引文献34

  • 1刘献明,付绍云,张以河,孙正滨,李广涛.雷达隐身复合材料的进展[J].航空电子技术,2004,35(2):31-36. 被引量:8
  • 2亓家钟,陈倍京,陈利民.多层吸波材料反射损失计算机模拟[J].金属功能材料,2006,13(2):33-36. 被引量:8
  • 3李瑞琦,何世禹,初文毅.吸波涂层材料研究进展[J].兵器材料科学与工程,2006,29(3):76-80. 被引量:21
  • 4赵灵智,胡社军,李伟善,何琴玉,陈俊芳,汝强.吸波材料的吸波原理及其研究进展[J].现代防御技术,2007,35(1):27-31. 被引量:55
  • 5Lee C Y, Song H G. Jang K S, et al. Electromagnetic interference shielding efficiency of polyaniline mixture and multiplayer films[J]. Synth Mentais, 1999, 102: 1346-1349. 被引量:1
  • 6Pesque J J, Bouche Daniel E Optimization of multilayer antireflection coatings using an optimal control method [J]. IEEE Trans on Microwave Theory and Techiques, 1992, 40(9): 1789-1796. 被引量:1
  • 7Eric Michielssen, Jean-Michel Sajer, Ranjithan S, et al. Design of lightweight, Broad-Band Microwave Absorbers Using Genetic Algorithms[J]. IEEE Trans on Microwave Theory and Techniques, 1993, 41(6): 1024- 1031. 被引量:1
  • 8Sotirious K Goudos. A versatile software tool for microwave planar radar absorbing materials design using global optimization algorithms[J]. Materials and Design, 2007, 28: 2585-2595. 被引量:1
  • 9Weng Cho Chew(聂在平,柳清伙译).非均匀介质中的场与波[M].北京:电子工业出版社,1992. 被引量:2
  • 10Kim S S, Yoon Y C, Kim K H. Electromagnetic wave absorbing properties of high-permittivity ferroelectrics coated with ITO thin films of 377Ω [J]. Journal of Electroceramics, 2003, 10: 95-101. 被引量:1

引证文献3

二级引证文献16

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部