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·124· 智能系统学报 第13卷 urban water distribution networks[D].Shanghai:Tongji ics,2012,26(3):582-591 University,2007,5-7. [18]MA Xiaoliang,LIU Fang,QI Yutao,et al.A multiobject- [9]LI Mingming,LIU Shuming,ZHANG Ling,et al.Non- ive evolutionary algorithm based on decision variable dominated sorting genetic algorithms-iibased on multi-ob- analyses for multiobjective optimization problems with jective optimization model in the water distribution system[J]. large-scale variables[J].IEEE transactions on evolution- Procedia engineering,2012,37:309-313. ary computation,2016,20(2):275-298. [10]TOLSON B A.MAIER HR.SIMPSON A R.et al.Ge- [19]TANG Lixin,WANG Xianpeng.A hybrid multiobjective netic algorithms for reliability-based optimization of wa- evolutionary algorithm for multiobjective optimization ter distribution systems[].Journal of water resources problems[J].IEEE transactions on evolutionary computa- planning and management,2004,130(1):63-72. tion,2013,171):20-45 [11]ZITZLER E.LAUMANNS M.THIELE L.SPEA2:im- [20]JIANG Shouyong,YANG Shengxing.Evolutionary dy- proving the strength Pareto evolutionary algorithm:TIK- namic multiobjective optimization:benchmarks and al- Report 103[R].Swiss:Swiss Federal Institute of Techno- l1ogy,2001 gorithm comparisons[J].IEEE transactions on cybernet- [12]DEB K.PRATAP A,AGARWAL S,et al.A fast and elit- ics.2017,471):198-211. ist multiobjective genetic algorithm:NSGA-II[J].IEEE 作者简介: transactions on evolutionary computation,2002,6(2): 孟勤超,男,1993年生,硕土研究 182-197. 生,主要研究方向为智能优化算法及 [13]ZHANG Qingfu,LI Hui.MOEA/D:a multiobjective 其应用。 evolutionary algorithm based on decomposition[J].IEEE transactions on evolutionary computation,2007,11(6): 712-731 [14]DEB K.JAIN H.An evolutionary many-objective optim- ization algorithm using reference-point-based nondomin- 杨翠丽,女,1986年生.讲师,博 ated sorting approach,part I:solving problems with box 士研究生,主要研究方向为进化算法 constraints[J].IEEE transactions on evolutionary compu- 和智能信息处理。发表学术论文 10余篇,其中SCI检索7篇,EI检索 tation,2014,18(4):577-601 12篇。 [15]PRASAD T D,PARK N S.Multiobjective genetic al- gorithms for design of water distribution networks[J]. Journal of water resources planning and management, 2004,130(1):73-82. 乔俊飞男.1968年生,教授博士生 [16]JIANG Siwei,CAI Zhihua,ZHANG Jie,et al.Multiob- 导师,主要研究方向为智能信息处理、 智能优化控制。近5年在Automat-- jective optimization by decomposition with Pareto-adapt- ica,IEEE Transactionson Control Sys- ive weight vectors[Cl//International Conference on Nat- tems Technology,Journal of Process ural Computation,Icnc 2011,Shanghai,China,26-28 Ju- Control、Control Engineering Practice、 y.DBLP,2011:1260-1264 自动化学报及电子学报等刊物上发表 [17]SEDKI A,OUAZAR D.Hybrid particle swarm optimiza- 学术论文近70篇,被SCI收录15篇。获教育部科技进步奖 tion and differential evolution for optimal design of water 一等奖和北京市科学技术奖三等奖各1项,获得授权国家发 distribution systems[J].Advanced engineering informat- 明专利12项。urban water distribution networks[D]. Shanghai: Tongji University, 2007, 5–7. LI Mingming, LIU Shuming, ZHANG Ling, et al. Non￾dominated sorting genetic algorithms-iibased on multi-ob￾jective optimization model in the water distribution system[J]. Procedia engineering, 2012, 37: 309–313. [9] TOLSON B A, MAIER H R, SIMPSON A R, et al. Ge￾netic algorithms for reliability-based optimization of wa￾ter distribution systems[J]. Journal of water resources planning and management, 2004, 130(1): 63–72. [10] ZITZLER E, LAUMANNS M, THIELE L. SPEA2: im￾proving the strength Pareto evolutionary algorithm: TIK￾Report 103[R]. Swiss: Swiss Federal Institute of Techno￾logy, 2001. [11] DEB K, PRATAP A, AGARWAL S, et al. A fast and elit￾ist multiobjective genetic algorithm: NSGA-II[J]. IEEE transactions on evolutionary computation, 2002, 6(2): 182–197. [12] ZHANG Qingfu, LI Hui. MOEA/D: a multiobjective evolutionary algorithm based on decomposition[J]. IEEE transactions on evolutionary computation, 2007, 11(6): 712–731. [13] DEB K, JAIN H. An evolutionary many-objective optim￾ization algorithm using reference-point-based nondomin￾ated sorting approach, part I: solving problems with box constraints[J]. IEEE transactions on evolutionary compu￾tation, 2014, 18(4): 577–601. [14] PRASAD T D, PARK N S. Multiobjective genetic al￾gorithms for design of water distribution networks[J]. Journal of water resources planning and management, 2004, 130(1): 73–82. [15] JIANG Siwei, CAI Zhihua, ZHANG Jie, et al. Multiob￾jective optimization by decomposition with Pareto-adapt￾ive weight vectors[C]// International Conference on Nat￾ural Computation, Icnc 2011, Shanghai, China, 26–28 Ju￾ly. DBLP, 2011: 1260–1264. [16] SEDKI A, OUAZAR D. Hybrid particle swarm optimiza￾tion and differential evolution for optimal design of water distribution systems[J]. Advanced engineering informat- [17] ics, 2012, 26(3): 582–591. MA Xiaoliang, LIU Fang, QI Yutao, et al. A multiobject￾ive evolutionary algorithm based on decision variable analyses for multiobjective optimization problems with large-scale variables[J]. IEEE transactions on evolution￾ary computation, 2016, 20(2): 275–298. [18] TANG Lixin, WANG Xianpeng. A hybrid multiobjective evolutionary algorithm for multiobjective optimization problems[J]. IEEE transactions on evolutionary computa￾tion, 2013, 17(1): 20–45. [19] JIANG Shouyong, YANG Shengxing. Evolutionary dy￾namic multiobjective optimization: benchmarks and al￾gorithm comparisons[J]. IEEE transactions on cybernet￾ics, 2017, 47(1): 198–211. [20] 作者简介: 孟勤超,男,1993 年生,硕士研究 生,主要研究方向为智能优化算法及 其应用。 杨翠丽,女,1986 年生,讲师,博 士研究生,主要研究方向为进化算法 和智能信息处理。发表学术论文 10 余篇,其中 SCI 检索 7 篇,EI 检索 12 篇。 乔俊飞,男,1968 年生,教授,博士生 导师,主要研究方向为智能信息处理、 智能优化控制。近 5 年在 Automat￾ica、IEEE Transactionson Control Sys￾tems Technology、Journal of Process Control、Control Engineering Practice、 自动化学报及电子学报等刊物上发表 学术论文近 70 篇,被 SCI 收录 15 篇。获教育部科技进步奖 一等奖和北京市科学技术奖三等奖各 1 项,获得授权国家发 明专利 12 项。 ·124· 智 能 系 统 学 报 第 13 卷
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