第1期 陶新民，等：组合分布估计和差分进化的多目标优化算法 ·45· [7]STORN R,PRICE K.Differential evolution-a simple and International Conference on Knowledge Based Intelligent efficient adaptive scheme for global optimization over contin- Information Engineering Systems and Allied Technology. uous spaces[J].Joural of Global Optimization,1997,11 Amsterdam,The Netherlands,2001:112-121. (4):341-359. [14]DEB K,PRATAP A,AGARWAL S,et al.A fast and e- [8 ROBIC T,FILIPIC B.DEMO:differential evolution for litist multiobjective genetic algorithm:NSGA-II[J].IEEE multiobjective optimization[C]//Proceedings of the 3rd In- Transactions on Evolutionary Computation,2002,6(2): ternational Conference on Evolutionary Multi-Criterion Opti- 182-197. mization.Berlin,Germany:Springer,2005:520-533. [15 ]ZITZLER E,DEB K,THIELE L.Comparison of multiob- [9]牛大鹏，王福利，何大阔，等.多目标混沌差分进化算法 jective evolutionary algorithms:empirical results[J.Evo- [J].控制与决策，2009,24(3)：361-370. lutionary Computation,2000,8(2):173-195. NIU Dapeng,WANG Fuli,HE Dakuo,et al.Chaotic dif- 作者简介： ferential evolution for multiobjective optimization[J].Con- 陶新民，男，1973年生，副教授，硕 trol and Decision,2009,24(3):361-370. 士生导师，博士，主要研究方向为自然 [10 ZHAO Mengling,LIU Ruochen,LI Wenfeng,et al. 计算、数据简约、故障诊断.发表学术论 Multi-objective optimization based differential evolution 文20余篇，其中被I检索8篇， constrained optimization algorithm[C]//Proceedings of 2010 Second WRI Global Congress on Intelligent Sys- tems.Piscataway,USA,2010:320-326. [11]李丽蓉，高卫峰.混合差分进化算法[J小.计算机工程与 徐鹏，男，1987年生，硕士研究生， 设计，2012,33(6)：2446-2450. 主要研究方向为自然计算、信号处理. LI Lirong,GAO Weifeng.Hybrid differential evolution al- gorithm[J].Computer Engineering and Design,2012,33 (6):2446-2450. [12]陶新民，刘玉，付丹丹，等.混合变异克隆选择多目标优 化算法[J].计算机仿真，2011,28(10)：199-203. TAO Xinmin,LIU Yu,FU Dandan,et al.Hybrid muta- 刘福荣，女，1970年生，副教授，博 tion clonal selection multiobjective optimization algorithm 士，主要研究方向为故障诊断、群智能 [J].Computer Simulation,2011,28(10):199-203. 计算、人工智能. [13]TSUTSUI S,PELIKAN M,GOLDBERG D E.Probabilis- tic model-building genetic algorithms using marginal histo- grams in continuous domain[C]//Proceedings of the 5th