差分进化算法及其高维多目标优化应用
上QQ阅读APP看书,第一时间看更新

参考文献

[1]STOM R, PRICE K, LAMPINEN J.Differential evolution: a practical approach to global optimization[M].Berlin: Springer-Verlag, 2005.

[2]STOM R, PRICE K.Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces[J].Global optimization, 1997, 11(4):341-359.

[3]武志锋.差异演化算法及其应用研究[D].北京: 北京交通大学, 2009.

[4]赵光权.基于贪婪策略的微分进化算法及其应用研究[D].哈尔滨: 哈尔滨工业大学, 2007.

[5]吴亮红.差分进化算法及应用研究[D].长沙: 湖南大学, 2007.

[6]STORN R.On the usage of differential evolution for function optimization [C]// Proceedings of the North Amer.Fuzzy Inf.Process.Soc, NAFIPS, Berkeley, CA, 1996: 519-523.

[7]李宏.求解几类复杂优化问题的进化算法及其应用[D].西安: 西安电子科技大学, 2009.

[8]CUI L Z, LI G H, ZHU Z X, et al.A novel differential evolution algorithm with a self-adaption parameter control method by differential evolution[J].Soft comput, 2017, (3): 1-20.

[9]高洁.离散和连续优化问题的改进差分进化算法研究[D].西安: 西安电子科技大学, 2010.

[10]XUE F, SANDERSON A C, GRAVES R J.Modeling and convergence analysis of a continuous multi-objective differential evolution algorithm [C]// IEEE Congress on Evolutionary Computation, CEC, Edinburgh, Scotland, 2005: 228-235.

[11]ZAHARIE D.Critical values for the control parameters of differential evolution algorithms [C]// 8th International Conference on Soft Computing, Brno, Czech Republic, 2002: 62-67.

[12]PRICE K, RONLLONEN J.Comparing the uni-modal scaling performance of global and local selection in a mutation-only differential evolution algorithm [C]//IEEE Congress on Evolutionary Computation, CEC, Vancouver, BC, Canada, 2006: 2034-2041.

[13]LAMPINEN J, ZELINKA I.On stagnation of the differential evolution algorithm [C]// Proceedings of the MENDEL, Brno, Czech, 2000: 76-83.

[14]FAN H Y, LAMPINEN J.A trigonometric mutation operation to differential evolution [J].Global optimization, 2003, 27(1): 105-129.

[15]DAS S, ABRAHAM A.Differential evolution using a neighborhood-based mutation operator [J].IEEE trans.evol.comput., 2009, 13(3): 526-553.

[16]PAVLIDIS N G, PLAGIANAKOS V P, TASOULIS D K, et al.Human designed vs genetically programmed differential evolution operators[C]// IEEE Congress on Evolutionary Computation, CEC, 2006, Vancouver, BC, Canada, 2006: 1880-1886.

[17]SUN J, ZHANG Q.DE/EDA: A new evolutionary algorithm for global optimization [J].Information science, 2004, 169(3-4): 249-262.

[18]ZHANG W J, XIE X F.DEPSO: hybrid particle swarm with differential evolution operator[C]// IEEE International Conference on Systems, Man and Cybernetics, 2003, 4: 3816-3821.

[19]DAS S, CHAKRABORTYU K, ABRAHAM A.Annealed differential evolution[C]//IEEE Congress on Evolutionary Computation, CEC, USA, 2007: 1926-1933.

[20]范瑜, 金荣洪, 耿军平, 等.基于差分进化算法和遗传算法的混合优化算法及其在阵列天线方向图综合中的应用[J].电子学报, 2004, 32(12): 1997-2000.

[21]QING A Y.Dynamic differential evolution strategy and applications in electromagnetic inverse scattering problems [J].IEEE transactions on geoscience and remote sensing.2006, 44(1): 116-125.

[22]BERGEY P K, RAGSDALE C.Modified differential evolution: a greedy random strategy for genetic recombination [J].The international journal of management science, 2005, 33(3): 255-265.

[23]NOMAN N, IBA H.Enhancing differential evolution performance with local search for high dimensional function optimization [C]// Genetic and Evolutionary Computation Conference, Washington, DC, USA, 2005: 967-974.

[24]NOGHAB H S, MASHHADI H R, SHOJAEE K.A novel mutation operator based on the union of fitness and design spaces information for differential evolution[J].Soft comput, 2017, 21(22): 6555-6562.

[25]RAHNAMAYAN S, TIZHOOSH H R, SALAMA M M A.Opposition-based differential evolution [J].IEEE trans.evol.comput., 2008, 12(1): 64-79.

[26]LIU J, LAMPINEN J.Adaptive parameter control of differential evolution [C]// Proc.of the 8th International Mendel Conference on Soft Computing, MENDEL, Bron, Czech Republic, 2002: 19-26.

[27]BREST J, GREINER S, BOSKOVIC B, et al.Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems [J].IEEE trans.evolut.comput., 2006, 10(6): 646-657.

[28]QIN A K, HUANG V L, SUGANTHAN P N.Differential evolution algorithm with strategy adaptation for global numerical optimization [J].IEEE trans.evol.comput., 2009, 13(2): 398-417.

[29]ZHANG J Q, SANDERSON A C.JADE: self-adaptive differential evolution with fast and reliable convergence performance [C]// IEEE Congress on Evolution Computation CEC, Singapore, 2007: 2251-2258.

[30]BREST J, BOSKOVIC B, GREINER S, et al.Performance comparison of self-adaptive and adaptive differential evolution algorithms [J].Soft computing, 2007, 11(7): 617-629.

[31]TENG N S, MOHD J T, HIJAZI H A.Self-adaptive population sizing for a tune-free differential evolution [J].Soft computing, 2009, 13(7): 709-724.

[32]CAPONIO A, NERI F, TERRONI V.Super-fit control adaptation in memetic differential evolution frameworks [J].Soft computing, 2009, 13(8): 811-831.

[33]QIN A K, SUGANTHAN P N.Self-adaptive differential evolution algorithm for numerical optimization [C]// IEEE Congress on Evolutionary Computation, 2005:1785-1791.

[34]DAS S, SUGANTHAN P N.Differential evolution-a survey of the state-of-the-art[J].IEEE trans.evol.comput., 2010.

[35]AUGER A, HANSEN N.A restart CMA evolution strategy with increasing population size [C]// IEEE Congress on Evolutionary Computation, CEC, 2005:1769-1776.

[36]STORN R.Differential evolution design of an IIR-Filter[C]// Proceedings of the IEEE Conference on Evolutionary Computation, Nagoya, Jpn, 1996: 268-273.

[37]STORN R.Designing nonstandard filters with differential evolution [J].IEEE signal processing magazine, 2005, 22(1): 103-106.

[38]ILONEN J, KAMARAINEN J K, LAMPINEN J.Differential evolution training algorithm for feed-forward neural networks [J].Neural process letters, 2003, 7(1):93-105.

[39]PRIEM-MENDES S, GOMEZ-PULIDO J A, VEG-RODRIGUE M A, et al.A differential evolution based algorithm to optimize the radio network design problem[C]// Proceedings of the Second IEEE International Conference on e-Science and Grid Computing, Amsterdam, the Netherlands, 2006: 119.

[40]DAS S, KONAR A.Design of two dimensional IIR filters with modern search heuristics: a comparative study [J].Int.j.comput.intell.applicat, 2006, 6(3):329-355.

[41]OMRAN M, ENGELBRECHT A P, SALMAN A.Differential evolution methods for unsupervised image classification [C]// CEC2005, 2: 966-973.

[42]DAS S, ABRAHAM A, KONAR A.Adaptive clustering using improved differential evolution algorithm [J].IEEE trans.syst., man, cybern.a, 2008, 38(1): 218-237.

[43]ROGALSKY T, DERKSEN R W, KOCABIYIK S.Differential evolution in aerodynamic optimization [J].Canadian aeronautics and space journal, 2000, 46(4): 183-190.

[44]LOPEZ CRUZ I L, VAN WILLIGENBURG L G, VAN STRATEN G.Efficient differential evolution algorithms for multimodal optimal control problems [J].Applied soft computing, 2003, 3(2): 397-412.

[45]RUZEK B, KVASNICKA M.Differential evolution algorithm in the earthquake hypocenter location [J].Pure and applied geophysics, 2001, 158(4): 667-693.

[46]杨坤德, 马远良.用差异进化算法进行海洋环境参数反演[J].西北工业大学学报, 2003, 21(3): 45-51.

[47]史彦军.复杂布局的协同差异演化方法与应用研究[D].大连: 大连理工大学,2005.

[48]姜爽.差分进化算法在工业机器人轨迹规划中的应用[D].长春: 吉林大学,2007.

[49]孔晓红, 须文波.基于差分进化算法多处理机任务调度研究[J].微计算机信息, 2006, 22(10-1): 184-186.

[50]张越.差分进化算法及其在气动优化设计中的应用[D].上海: 上海交通大学,2009.