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第4期 丁青锋,等:差分进化算法综述 ·439. evolution endmember extraction algorithm for hyperspectral proach of differential evolution optimization applied to elec- remote sensing imagery[J].IEEE geoscience and remote tromagnetic problems[J].IEEE transactions on magnetics, sensing letters,2014,11(6):1061-1065. 2014,50(2):625-628. [17]TANG L X.ZHAO Y,LIU J Y.An improved differential [27]孟红云,张小华,刘三阳.用于约束多目标优化问题的 evolution algorithm for practical dynamic scheduling in 双群体差分进化算法[J].计算机学报,2008,31(2): steelmaking-continuous casting production[].IEEE trans- 228-235 actions on evolutionary computation,2014,18 (2): MENG Hongyun,ZHANG Xiaohua,LIU Sanyang.A dif- 209-225. ferential evolution based on double populations for con- [18]MANGOUD M A,ELRAGAL H M,ALASHARA M T. strained multi-objective optimization problem[].Chinese Design of time modulated concentric circular and joumal of computer,2008,31(2):228-235. concentric hexagonal antenna array using hybrid enhanced [28]毕晓君,刘国安.基于云差分进化算法的约束多目标优 particle swarm optimisation and differential evolution algo- 化实现[J].哈尔滨工程大学学报,2012,33(8): rithm[J].IET microwaves,antennas and propagation, 1022-1031. 2014,8(9):657-665. BI Xiaojun,LIU Guoan.A cloud differential evolutionary [19]CUKOVIC J P,KLOPCIC B,PETRUN M,et al.Optimi- algorithm for constrained multi-objective optimization[] zation of resistance spot welding transformer windings using Journal of Harbin engineering university,2012,33(8): analytical successive approximation and differential 1022-1031. evolution[J ]IEEE transactions on magnetics,2014,50 [29]郭俊,桂卫华,阳春华.改进差分进化算法在铝电解多 (4):1-4. 目标优化中的应用[J刀].中南大学学报:自然科学版, [20]BAATAR N,PHAM M T,KOH C S.Multiguiders and 2012,43(1):184-188. non-dominate ranking differential evolution algorithm for GUO Jun,GUI Weihua,YANG Chunhua.An improved multiobjective global optimization of electromagnetic prob- hybrid differential evolution algorithm used for multi-objec- lems[J].IEEE transactions on magnetics,2013,49(5): tive optimization of aluminum electrolysis[J].Journal of 2105-2108. central south university,2012,43(1):184-188. 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[23]WU L H,WANG Y N,YUAN X F,et al.Multiobjective [32]MUSRRAT A,MILLIE P,SINGH V P.An improved dif- optimization of HEV fuel economy and emissions using the ferential evolution algorithm for real parameter optimization self-adaptive differential evolution algorithm J].IEEE problems[J].International journal of recent trends in engi- transactions on vehicular technology,2011,60 (6): neering,2009,1(5):63-65. 2458-2470. [33]PRICE K,STORE R,LAMPINCN J.Differential evolution-a [24]CHENG M Y,TRAN D H.Two-phase differential evolution practical approach to global optimization M].New York: for the multiobjective optimization of time-cost tradeoffs in re- Springer,2005. source-constrained construction projects[.IEEE transactions [34]ZAHARIE D.Critical values for the control parameters of on engineering management,2014,61(3):450-461. differential evolution algorithm[C]//Proceedings of 8th In- [25]SIKDAR U K,EKBAL A,SAHA S.Differential evolution ternational Mendel Conference on Soft Computing.Brno, based multiobjective optimization for biomedical entity Czech Republic,2002:62-67 extraction C//Proceeding of the International Conference [35]DAS S,SUGANTHAN P N.Differential evolution:a on Advances in Computing,Communications and Informat- survey of the state-of-the-art[]].IEEE transactions on evo- ics.New Delhi,India,2014:1039-1044. lutionary computation,2011,15(1):4-31. [26]CARAVGGI T G,LEBENSZTAJN L.A multiobjective ap- [36]TANG L.DONG Y.LIU J.Differential evolution with anevolution endmember extraction algorithm for hyperspectral remote sensing imagery[J]. IEEE geoscience and remote sensing letters, 2014, 11(6): 1061-1065. [17]TANG L X, ZHAO Y, LIU J Y. An improved differential evolution algorithm for practical dynamic scheduling in steelmaking⁃continuous casting production[J]. IEEE trans⁃ actions on evolutionary computation, 2014, 18 ( 2 ): 209-225. [18] MANGOUD M A, ELRAGAL H M, ALASHARA M T. Design of time modulated concentric circular and concentric hexagonal antenna array using hybrid enhanced particle swarm optimisation and differential evolution algo⁃ rithm [ J ]. IET microwaves, antennas and propagation, 2014, 8(9): 657-665. [19]CUKOVIC J P, KLOPCIC B, PETRUN M, et al. Optimi⁃ zation of resistance spot welding transformer windings using analytical successive approximation and differential evolution[ J]. IEEE transactions on magnetics, 2014, 50 (4): 1-4. [20] BAATAR N, PHAM M T, KOH C S. Multiguiders and non⁃dominate ranking differential evolution algorithm for multiobjective global optimization of electromagnetic prob⁃ lems[J]. IEEE transactions on magnetics, 2013, 49(5): 2105-2108. [21]RUBIO L A, GONZALEZ⁃ALVAREZ D L, VEGA⁃RODRIGUEZ M A, et al. MO⁃ABC/ DE⁃multiobjective artificial bee colony with differential evolution for unconstrained multiob⁃ jective optimization[C] / / Proceedings of the IEEE 13th In⁃ ternational Symposium on Computational Intelligence and Informatics. Budapest, Hungary, 2012: 157-162. [22]COELHO L D S, MARIANI V C, FERREIRA D L, et al. Novel gamma differential evolution approach for multiobjec⁃ tive transformer design optimization[ J]. IEEE transactions on magnetics, 2013, 49(5): 2121-2124. [23]WU L H, WANG Y N, YUAN X F, et al. Multiobjective optimization of HEV fuel economy and emissions using the self⁃adaptive differential evolution algorithm [ J ]. IEEE transactions on vehicular technology, 2011, 60 ( 6 ): 2458-2470. [24] CHENG M Y, TRAN D H. Two⁃phase differential evolution for the multiobjective optimization of time⁃cost tradeoffs in re⁃ source⁃constrained construction projects[J]. IEEE transactions on engineering management, 2014, 61(3): 450-461. [25]SIKDAR U K, EKBAL A, SAHA S. Differential evolution based multiobjective optimization for biomedical entity extraction[C] / / Proceeding of the International Conference on Advances in Computing, Communications and Informat⁃ ics. New Delhi, India, 2014:1039-1044. [26]CARAVGGI T G, LEBENSZTAJN L. A multiobjective ap⁃ proach of differential evolution optimization applied to elec⁃ tromagnetic problems[J]. IEEE transactions on magnetics, 2014, 50(2): 625-628. [27]孟红云,张小华,刘三阳. 用于约束多目标优化问题的 双群体差分进化算法[ J].计算机学报, 2008, 31(2): 228-235. MENG Hongyun, ZHANG Xiaohua, LIU Sanyang. A dif⁃ ferential evolution based on double populations for con⁃ strained multi⁃objective optimization problem[ J]. Chinese journal of computer, 2008, 31(2): 228-235. [28]毕晓君,刘国安. 基于云差分进化算法的约束多目标优 化实现 [ J]. 哈尔滨工程大学学报, 2012, 33 ( 8): 1022-1031. BI Xiaojun, LIU Guoan. A cloud differential evolutionary algorithm for constrained multi⁃objective optimization [ J]. Journal of Harbin engineering university, 2012, 33 ( 8): 1022-1031. [29]郭俊,桂卫华,阳春华. 改进差分进化算法在铝电解多 目标优化中的应用[ J]. 中南大学学报:自然科学版, 2012, 43(1): 184-188. GUO Jun, GUI Weihua, YANG Chunhua. An improved hybrid differential evolution algorithm used for multi⁃objec⁃ tive optimization of aluminum electrolysis [ J]. Journal of central south university, 2012, 43(1): 184-188. [30]严细辉,蔡伯根,宁滨,等. 基于差分进化的高速列车运 行操纵的多目标优化研究[ J]. 铁道学报, 2013, 35 (9): 65-71. YAN Xihui, CAI Bogen, NING Bin, et al. Research on multi⁃objective high⁃speed train operation optimization based on differential evolution [ J]. Journal of the China railway society, 2013, 35(9): 65-71. [31]YANG M, LI C H, CAI Z H, et al. Differential evolution with auto⁃enhanced population diversity[J]. IEEE transac⁃ tions on cybernetics, 2015, 45(2): 302-315. [32]MUSRRAT A, MILLIE P, SINGH V P. An improved dif⁃ ferential evolution algorithm for real parameter optimization problems[J]. International journal of recent trends in engi⁃ neering, 2009, 1(5): 63-65. [33]PRICE K, STORE R, LAMPINCN J. Differential evolution⁃a practical approach to global optimization [ M]. New York: Springer, 2005. [34] ZAHARIE D. Critical values for the control parameters of differential evolution algorithm[C] / / Proceedings of 8th In⁃ ternational Mendel Conference on Soft Computing. Brno, Czech Republic, 2002: 62-67. [35] DAS S, SUGANTHAN P N. Differential evolution: a survey of the state⁃of⁃the⁃art[J]. IEEE transactions on evo⁃ lutionary computation, 2011, 15(1): 4-31. [36]TANG L, DONG Y, LIU J. Differential evolution with an 第 4 期 丁青锋,等:差分进化算法综述 ·439·
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