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整體退火遺傳算法在不等間距線(xiàn)天線(xiàn)陣的綜合中的應(yīng)用

韓明華,  袁乃昌

韓明華, 袁乃昌. 整體退火遺傳算法在不等間距線(xiàn)天線(xiàn)陣的綜合中的應(yīng)用[J]. 電子與信息學(xué)報(bào), 1999, 21(2): 226-231.
引用本文: 韓明華, 袁乃昌. 整體退火遺傳算法在不等間距線(xiàn)天線(xiàn)陣的綜合中的應(yīng)用[J]. 電子與信息學(xué)報(bào), 1999, 21(2): 226-231.
Han Minghua, Yuan Naichang. THE SYNTHESIS OF UNEQUALLY SPACED ARRAYS BY GENETIC ALGORITHM COMBINED WITH SIMULATED ANNEALING[J]. Journal of Electronics & Information Technology, 1999, 21(2): 226-231.
Citation: Han Minghua, Yuan Naichang. THE SYNTHESIS OF UNEQUALLY SPACED ARRAYS BY GENETIC ALGORITHM COMBINED WITH SIMULATED ANNEALING[J]. Journal of Electronics & Information Technology, 1999, 21(2): 226-231.

整體退火遺傳算法在不等間距線(xiàn)天線(xiàn)陣的綜合中的應(yīng)用

THE SYNTHESIS OF UNEQUALLY SPACED ARRAYS BY GENETIC ALGORITHM COMBINED WITH SIMULATED ANNEALING

  • 摘要: 將一類(lèi)非比例選擇(整體退火選擇)、保證收斂且易于判斷收斂的新型遺傳算法應(yīng)用于不等間距天線(xiàn)陣的綜合,對(duì)天線(xiàn)陣的位置和加權(quán)系數(shù)進(jìn)行了優(yōu)化。實(shí)驗(yàn)實(shí)例表明:該算法收斂速度快,有極強(qiáng)的避免過(guò)早收斂及避免局部極值的全局優(yōu)化的能力。該方法為大型天線(xiàn)陣的優(yōu)化設(shè)計(jì)提供了工具。
    Abstract: A new type of genetic algorithm combined the parallel simulated annealing with the advantages of guaranteeing convergence and deciding convergence easily was proposed to the synthesis of unequally spaced arrays. The position and the weighted coefficients can optimize at the same time. The cases showed that this method has strong ability to find the global optimization solution. This method provides a strong tool to the design of the large antenna arrays.
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  • Ma M T. Theory and Application of Antenna Arrays. Canada: John WileySons, Inc, 1974, 213-245.[2]Skolnik M I, Nemhauser G, Sherman J W. Dynamic programming applied to unequally spaced arrays. IEEE Trans. on AP, 1964, AP-12(1): 35-43.[3]Murino Vittorio, Trucco Andrea, Regazzoni C 5. Synthesis of unequally spaced arrays by simu-[4]lated annealing. IEEE Trans. on SP, 1996, SP-44(1): 119-123.[5]Elliott R 5. Antenna Theory and Design. Englewood Cliffs: Prentice-Hall, Inc., 1981, 196-274.[6][蘇] E.r 澤爾金. B.r. 索科若夫著, 陳祥祿, 倪湘譯. 天線(xiàn)綜合法. 北京: 宇航出版社, 1986,252-287.[7]Jarske P, Sramaki T, Mitra S K, Neuvo Y. On the properties and design of nonuniformly spaced arrays. IEEE Traps. On ASSP, 1988, ASSP-36(3): 372-380.[8]Ruf Christopher S. Numerical annealing of low-redundancy linear arrays. IEEE Trans. on AP, 1993, AP-41(1): 85-89.[9]Haupt R L. Thinned arrays using genetic algorithms. IEEE Trans. on AP, 1994, AP-42(7): 993-999.[10]Itshuler E E, Linden D 5. Design of a loaded monopole having hemispherical coverage using a genetic algorithm. IEEE Trans. on AP, 1997, AP-45(1): 1-4.[11]Linden D L, Altshuler E E. Automating wire antenna design using genetic algorithm. Microwave Journal, 1996, 40(3): 74-86.[12]Altshuler E E, Linden D L. 1Vire-Antenna designs using genetic algorithm. IEEE Antenna and Propagation Magazine; 1997, 37(2) 33-43.[13]Fogel D B. A introduction to simulated evolutionary optimization. IEEE Trans. on Neural[14]Networks.1994. NN-5(1): 3-13.[15]Haupt R L. An introduction to genetic algorithm for electromagnetics. IEEE Antena and Prop- agation Magazine, 1995, 37(2): 7-15.[16]Weile D S, Michielessen Eric. Genetic algorithm optimization applied to electromagnetics: A Review. IEEE Trans. on AP, 1997, AP-45(3): 343-353.[17]王雪梅,王義和. 模擬退火算法與遺傳算法的結(jié)合.計(jì)算機(jī)學(xué)報(bào),1997, 20(4): 381-384.[18]張講社,徐宗本,梁怡. 整體退火遺傳算法及其收斂充要條件.中國(guó)科學(xué)E輯,1997, 27(2): 154-164.
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出版歷程
  • 收稿日期:  1997-09-23
  • 修回日期:  1998-04-30
  • 刊出日期:  1999-03-19

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