第3期 陈杰，等：粒子群优化方法在动态优化中的研究现状 197. 联盟[J].智能系统学报，2007,2(2)：69-73. [15]JATMIKO W,SEKIYAMA K,FUKUDA T.A PSO-based JIANG Jianguo,WU Qiong,XIA Na.Solving for Agent co- mobile sensor network for odor source localization in dy- aliton using adaptive particle swarm optimization algorithm namic environment:theory,simulation and measurement [J].CAAI Transactions on Intellligent Systems,2007,2 [C]/Proceedings of the IEEE Congress on Evolutionary (2):6973. Computation (CEC 2006).Vancouver,Canada,206: [5]王冰，刁鸣，高洪元.一种改进的粒子群算法求解 1036-1043. 背包问题[J].应用科技，2008,35(3)：16-19. [16]MULLEN P B,MONSON C K,SEPPI K D,et al.Particle WANG Bing,DIAO Ming,GAO Hongyuan.An improved swarm optimization in dynamic pricing [C]//IEEE Con- particle swarm optimization algorithm for knapsack problems gress on Evolutionary Computation(CEC 2006).Vancou- [J].Applied Science and Technology,2008,35(3):16- ver,Canada,2006:1232-1239. 19. [17]PAN Guanyu,DOU Quansheng,LIU Xiaohua.Perform- [6]CARLISLE A,DOZIER G.Adapting particle swarm optimi- ance of two improved particle swarm optimization in dy- zation to dynamic environments C//Proceedings of Inter- namic optimization environments [C]//Proceedings of the national Conference on Artificial Intelligence.Las Vegas, Sixth International Conference on Intelligent Systems De- USA,2000:429434. sign and Applications(ISDA'06).Washington DC,USA: [7]EBERHART R C,SHI Y H.Tracking and optimizing dy- IEEE Computer Society,2006,2:1024-1028. namic systems with particle swarms[C]//Proceedings of [18]窦全胜，周春光，徐中字，等.动态优化环境下的群核 进化粒子群优化方法[J].计算机研究与发展，2006， the 2001 Congress on Evolutionary Computation.Piscat- away,USA,2001:94-100. 43(1):89-95. [8]潘峰，陈杰，甘明刚，等.粒子群优化算法模型分 DOU Quansheng,ZHOU Chungguang,XU Zhongyu,et 析[J].自动化学报，2006,32(3)：368-377. al.Swarm-core evolutionary particle swarm optimization in dynamic optimization environments[J].Journal of Com- PAN Feng,CHEN Jie,GAN Minggang,et al.Model analy- puter Research and Development,2006,43(1):89-95. sis of particle swarm optimizer[J].Acta Automatica Sinica, [19]林川，冯全源.利用有效信息的粒子群优化算法[J]· 2006,32(3):368-377. 哈尔滨工程大学学报，2008,29(11)：1227-1231 [9]HU X,EBERHART R C.Adaptive particle swarm optimi- LIN Chuan,FENG Quanyuan.An effectively informed zation:detection and response to dynamic systems C]// particle swarm optimization algorithm[J].Journal of Har- Proceedings of the IEEE Congress on Evolutionary Computa- bin Enginerring University,2008,29(11):1227-1231. tion(CEC'02).Honolulu,USA,2002:1666-1670. [20 ]BRANKE J,KAUBLER T,SCHMIDT C,et al.A multi- [10]单世民，邓贵仕.动态环境下一种改进的自适应徽粒 population approach to dynamic optimization problems 群算法[J].系统工程理论与实践，2006(3)：3944. [M//Adaptive Computing in Design and Manufacture. SHAN Shimin,DENG Guishi.Improved adaptive particle Belin:Springer,2000:299-308. swarm optimizer in dynamic environment[].Systems En- [21 ]OPPACHER F,WINEBERG M.The shifting balance ge- gincering-Theory Practice,2006(3):39-44. netic algorithm:improving the GA in a dynamic environ- [11]ESQUIVEL S C,COELLO COELLO C A.Particle swarm ment [C]//Proc of Genetic and Evolutionary Computation optimization in non-stationary environments J].Lecture Conf.Odlando,USA,1999:504-510. Notes in Computer Science,2004,3315:757-766. [22]BLACKWELL T,BRANKE J.Multi-swarm optimization in [12]BLACKWELL T M,PETER J B.Dynamic search with dynamic environments[J].Lecture Notes in Computer Sci- charged swarms[C//Proceedings of the Genetic and Evo- ence,2004,3005:489-500. lutionary Computation Conference.San Francisco,USA: [23]PARROTT D,LI Xiaodong.A particle swarm modd for Morgan Kaufmann Publishers Inc,2002:19-26. tracking multiple peaks in a dynamic environment using [13]BLACKWELL T M,BENTLEY P.Don't push me!colli- speciation[C]//Proceedings of the 2004 Congress on Evo- sion-avoiding swarms[C]//Proceedings of the IEEE Con- lutionary Computation (CEC 2004).Piscataway,USA, gress on Evolutionary Computation(CEC 2002).Honolu- 2004,1:98-103 1u,USA,2002:1691-1696. [24 PARROTT D,LI Xiaodong.Locating and tracking multiple [14]BLACKWELL T.Particle swarm optimization in dynamic dynamic optima by a particle swarm model using speciation environments[M//YANG S X,ONG Y S,JIN Y C.Ev- [J].IEEE Transactions on Evolutionary Computation, olutionary computation in dynamic and uncertain environ- 2006,10(4):440458. ments.Heidelberg:Springer,2007,51:29-49. [25 LI Xiaodong,BRANKE J,BLACKWELL T.Particle