第2期 陈杰,等:关于智能优化方法的集聚性与弥散性问题 ·55· rithms with chaotic mutations [J ]Control and Deci- 出版社,施普林格出版社,2000. sion,2000,15(5):557-560 [35]吴晓军,薛惠锋,李,等.GA-PS0混合规划算法 「25]巩敦卫,孙晓燕.变搜索区域多种群遗传算法卩].控制 [].西北大学学报(自然科学版),2005,35(1):39.42. 理论与应用,2006,23(2):256.260 WU Xiaojun,XUE Huifeng,LI Min,et al.A new pro- GON G Dunwei,SUN Xiaoyan.Multi-population genet- gramming of mixed genetic algorithm with particle ic algorithms with variational search areas [J ]Control swarm optimization[J ]Journal of Northwest Universi- Theory and Applications,2006,23(2):256-260. ty (Natural Science Edition),2005,35(1):39-42. [26]HAN K H,KIM J H.Genetic quantum algorithm and [36]王丽芳,曾建潮.基于微粒群算法与模拟退火算法的协 its application to combinatorial optimization problems 同进化方法[U].自动化学报,2006,32(4):630.634. [A].Proceedings of the IEEE Conference on Evolution- WANG Lifang,ZENG Jianchao.A cooperative evolu ary Computation,Piscataway[C].2000. tionary algorithm based on particle swarm optimization [27]PAN Feng,CHEN Jie,CAI Tao,et al.Stability,con and simulated annealing algorithm[J].Acta Automatica vergence of balloon particle swarm optimizer and its ap- Sinica,2006,32(4):630-634. plication[A].Proceedings of the 16th IFAC Congress [37]JIAO Licheng,WANG Lei.A novel genetic algorithm [C].Prague,Czech,2005. based on immunity[J].IEEE Transactions on System. [28]RIGET J,VESTERSTROEM J S.A diversity-guided Man and Cybernetics-Part A:Systems and Humans, particle swarm optimizer-the ARPSO[R].No.2002- 2000,30(5):552-561. 02,Department of Computer Science,University of [38]MEHRABIAN A R,LUCAS C.A novel numerical op- Aarhus,EVALife.2002. timization algorithm inspired from weed colonization [29 ]AN GEL INE P J.Using selection to improve particle [J ]Ecological Informatics,2006,1(4):355-366. swarm optimization[A].Proceedings of IEEE Confer- [39]EROL O K,EKSIN I.A new optimization method:big ence on Evolutionary Computation [C].Anchorage, bang-big crunch[J ]Advances in Engineering Software, USA,1998. 2006,37:106-111 [30]BERGH F V D,EN GELBRECHT A P.A cooperative [40]SOL IS F J,WETS R J B.Minimization by random approach to particle swarm optimization [J ]IEEE search techniques [J ]Mathematics of Operations Re- Transactions on Evolutionary Computation,2004,8 search,1981,6(1):19.30. (3):225.239 [41]李兵,蒋蔚孙.混沌优化方法及其应用[J].控制理论 [31]RATNAWEERA A,HAL GAMUGE S K,WATSON 与应用,1997,14(4):613.615. H C.Self-organizing hierarchical particle swarm optimi- LI Bing,JIANG Wer sun.Chaos optimization method zer with time-varying acceleration coefficients[J ]IEEE and its application[J ]Control Theory Applications, Transactions on Evolutionary Computation,2004,8 1997,14(4):613-615. (3):240-255. [42]JI Mingjun,TANG Huanwen.Application of chaos in [32]TASOULIS D K,PAVLIDIS N G,PLAGIANA KOS V simulated annealing [J ]Chaos,Solitons Fractals, P,et al.Parallel differential evolution[A].Proceedings 2004,21:933-941. of the CEC04 Congress on Evolutionary Computation [43]袁晓辉,袁艳斌,王乘,等.一种新型的自适应混沌遗 [C].Portland,USA,2004. 传算法[0].电子学报,2006,34(4):708-712. [33]PAVLIDIS N G,PLAGIANNAKOS V P,TASOULIS YUAN Xiaohui,YUAN Yanbin,WANG Cheng,et al. D K,et al.Human designed Vs.genetically pro- A novel self-adaptive chaotic genetic algorithm[J].Acta grammed differential evolution operators[A].Proceed- Electronica Sinica,2006,34(4):708-712. ings of the IEEE Congress on Evolutionary Computation [44]杨俊杰,周建中,喻菁,等.基于混沌搜索的粒子群 [C].Vancouver,Canada,2006. 优化算法0].计算机工程与应用,2005,16:69.71. [34]王凌.智能优化算法及其应用[M].北京:清华大学 YAN GJunjie,ZHOU Jianzhong,YU Jing,et al.Par- 1994-2008 China Academic Journal Electronic Publishing House.All rights reserved.http://www.cnki.netrithms with chaotic mutations [J ]. Control and Deci2 sion , 2000 , 15 (5) :557 - 560. [25 ]巩敦卫 ,孙晓燕. 变搜索区域多种群遗传算法[J ]. 控制 理论与应用 , 2006 , 23 (2) :256 - 260. GON G Dunwei , SUN Xiaoyan. Multi2population genet2 ic algorithms with variational search areas[J ]. Control Theory and Applications ,2006 ,23 (2) :256 - 260. [26 ] HAN K H , KIM J H. Genetic quantum algorithm and its application to combinatorial optimization problems [ A ]. Proceedings of the IEEE Conference on Evolution2 ary Computation , Piscataway[C]. 2000. [27 ] PAN Feng , CHEN Jie , CAI Tao , et al. Stability , con2 vergence of balloon particle swarm optimizer and its ap2 plication[ A ]. Proceedings of the 16th IFAC Congress [C]. Prague , Czech , 2005. [28 ] RIGET J , VESTERSTROEM J S. A diversity2guided particle swarm optimizer2the ARPSO [ R ]. No. 2002 - 02 , Department of Computer Science , University of Aarhus , EVALife ,2002. [29 ] AN GEL IN E P J. Using selection to improve particle swarm optimization[ A ]. Proceedings of IEEE Confer2 ence on Evolutionary Computation [ C ]. Anchorage , USA ,1998. [30 ]BERGH F V D , EN GELBRECH T A P. A cooperative approach to particle swarm optimization [J ]. IEEE Transactions on Evolutionary Computation , 2004 , 8 (3) :225 - 239. [31 ] RA TNAWEERA A , HAL GAMU GE S K , WA TSON H C. Self2organizing hierarchical particle swarm optimi2 zer with time2varying acceleration coefficients[J ]. IEEE Transactions on Evolutionary Computation , 2004 , 8 (3) :240 - 255. [ 32 ] TASOUL IS D K , PAVL IDIS N G, PLA GIANA KOS V P , et al. Parallel differential evolution[ A ]. Proceedings of the CEC04 Congress on Evolutionary Computation [C]. Portland , USA ,2004. [33 ] PAVL IDIS N G, PLA GIANNA KOS V P , TASOUL IS D K , et al. Human designed Vs. genetically pro2 grammed differential evolution operators[ A ]. Proceed2 ings of the IEEE Congress on Evolutionary Computation [C]. Vancouver ,Canada , 2006. [34 ]王 凌. 智能优化算法及其应用[ M ]. 北京 :清华大学 出版社 ,施普林格出版社 , 2000. [35 ]吴晓军 ,薛惠锋 ,李 ,等. GA2PSO 混合规划算法 [J ]. 西北大学学报(自然科学版) ,2005 ,35 (1) :39 - 42. WU Xiaojun , XU E Huifeng , L I Min ,et al. A new pro2 gramming of mixed genetic algorithm with particle swarm optimization[J ]. Journal of Northwest Universi2 ty (Natural Science Edition) , 2005 , 35 (1) :39 - 42. [36 ]王丽芳 ,曾建潮. 基于微粒群算法与模拟退火算法的协 同进化方法[J ]. 自动化学报 ,2006 ,32 (4) :630 - 634. WAN G Lifang , ZEN G Jianchao. A cooperative evolu2 tionary algorithm based on particle swarm optimization and simulated annealing algorithm[J ]. Acta Automatica Sinica , 2006 , 32 (4) :630 - 634. [37 ]J IAO Licheng , WAN G Lei. A novel genetic algorithm based on immunity[J ]. IEEE Transactions on System. Man and Cybernetics2Part A : Systems and Humans , 2000 , 30 (5) : 552 - 561. [38 ]MEHRABIAN A R , LUCAS C. A novel numerical op2 timization algorithm inspired from weed colonization [J ]. Ecological Informatics , 2006 , 1 (4) :355 - 366. [39 ] EROL O K , EKSIN I. A new optimization method : big bang2big crunch[J ]. Advances in Engineering Software , 2006 , 37 : 106 - 111. [40 ] SOL IS F J , WETS R J B. Minimization by random search techniques[J ]. Mathematics of Operations Re2 search , 1981 , 6 (1) : 19 - 30. [41 ]李 兵 ,蒋蔚孙. 混沌优化方法及其应用[J ]. 控制理论 与应用 , 1997 , 14 (4) :613 - 615. L I Bing , J IAN G Wei2sun. Chaos optimization method and its application[J ]. Control Theory & Applications , 1997 , 14 (4) :613 - 615. [42 ]J I Mingjun , TAN G Huanwen. Application of chaos in simulated annealing [J ]. Chaos , Solitons & Fractals , 2004 , 21 :933 - 941. [43 ]袁晓辉 , 袁艳斌 ,王 乘 ,等. 一种新型的自适应混沌遗 传算法[J ]. 电子学报 , 2006 ,34 (4) :708 - 712. YUAN Xiaohui , YUAN Yanbin , WAN G Cheng , et al. A novel self2adaptive chaotic genetic algorithm[J ]. Acta Electronica Sinica ,2006 , 34 (4) : 708 - 712. [44 ]杨俊杰 , 周建中 , 喻 菁 ,等. 基于混沌搜索的粒子群 优化算法[J ]. 计算机工程与应用 , 2005 ,16 : 69 - 71. YAN G J unjie , ZHOU Jianzhong , YU Jing , et al. Par2 第 2 期 陈 杰 ,等 :关于智能优化方法的集聚性与弥散性问题 · 55 ·