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《Control and Decision》 2008-12
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Advances in quantum-inspired evolutionary algorithms

WANG Ling1,2(1.TNList,Beijing 100084,China;2.Department of Automation,Tsinghua University,Beijing 100084,China.)  
After introducing the mechanism,features and basic procedure of quantum-inspired evolutionary algorithm(QEA),the improvements on QEA are surveyed in detail,including improving the basic operators,introducing novel operators,varying population size,extending to parallel algorithms,constructing novel algorithmetic framework,and so on.Moreover,the applications of QEA are surveyed as well.Furthermore,some future research contents with respect to theory,algorithms,combinational optimization,multi-objective optimization,constrained optimization,stochastic optimization and applications are pointed out.
【Fund】: 国家自然科学基金项目(60774082);; 国家863计划项目(2007AA04Z155);; 国家973计划项目(2002CB312200)
【CateGory Index】: TP18
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Chinese Journal Full-text Database 3 Hits
1 WANG Xiao-qin,WANG Wan-liang,XU Xin-li(College of Information Engineering,Zhejiang University of Technology,Hangzhou 310032,China);Hybrid quantum inspired evolutionary algorithm for flow-shop scheduling problem[J];Mechanical & Electrical Engineering Magazine;2009-09
2 YE Qi-ming1,LIANG Gen21.School of Science,Maoming University,Maoming,Guangdong 525000,China 2.Education Information and Technology Center,Maoming University,Maoming,Guangdong 525000,China;Fuzzy K-prototypes clustering based on quantum genetic algorithm[J];Computer Engineering and Applications;2010-01
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Chinese Journal Full-text Database 2 Hits
1 YANG Jun-an,ZHUANG Zhen-quan,SHI Liang (Department of Electronic Science & Technology,USTC,Hefei,Anhui 230026,China);Multi-Universe Parallel Quantum Genetic Algorithm[J];Acta Electronica Sinica;2004-06
2 WANG Ling~1, WU Hao~1, TANG Fang~2, ZHENG Da-zhong~1, JIN Yi-hui~1(1.Department of Automation, Tsinghua University, Beijing 100084, China; 2. Department of Physics, Beijing (University) of Aeronautics and Astronautics, Beijing 100083, China.);Hybrid quantum genetic algorithms and performance analysis[J];Control and Decision;2005-02
Chinese Journal Full-text Database 10 Hits
1 SHI Xue-ming,FAN Jian-ke,LUO Hong-ming,XIAO Min,YANG Guo-shi,ZHANG Xu-hui Institute of Geophysics & Geomatics,China University of Geosciences,Wuhan 430074,China;Adaptive Quantum Genetic Inversion Algorithm for One-Dimensional Magnetotelluric Inverse Problem[J];Earth Science(Journal of China University of Geosciences);2009-04
2 ZHOU Shu,PAN Wei,LUO Bin,ZHANG Wei-li,DING Ying(Department of Information Science & Technology,Southwest Jiaotong University,Chengdu,Sichuan 610031,China);A Novel Quantum Genetic Algorithm Based on Particle Swarm Optimization Method and Its Application[J];Acta Electronica Sinica;2006-05
3 XING Huan-lai1,2,PAN Wei1,ZOU Xi-hua1(1.School of Information Science and Technology,Southwest Jiaotong University,Chengdu,Sichuan 610031,China;2.School of Telecommunication Engineering,Beijing University of Posts and Telecommunications,Beijing 100876,China);A Novel Improved Quantum Genetic Algorithm for Combinatorial Optimization Problems[J];Acta Electronica Sinica;2007-10
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5 Sun Li-juan① Wang Ru-chuan①② ①(College of Computer, Nanjing University of Posts and Teclecommunications, Nanjing 210003, China) ②(State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China);Application of Combination of Quantum Computation and Genetic Algorithm to Computer Network Optimization[J];Journal of Electronics & Information Technology;2007-04
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7 WANG Zi-jie,HUANG Yu,HAN Pu,WANG Dong-feng(School of Control Science and Engineering,North China Electric Power University,Baoding 071003,China);Optimal Design of Active Disturbance Rejection Controller for Steam Temperature of Circulating Fluidized Bed Boilers[J];Journal of Chinese Society of Power Engineering;2010-01
8 HUANG Bei,WANG Shi-tong(Information and Engineering College,Jiangnan University,Wuxi 214125,China);Quantum genetic algorithm and its application in non-restriction optimization[J];Information Technology;2005-10
9 LI Shi-yong,LI Pan-chi (School of Astronautics,Harbin Institute of Technology,Harbin 150001 ,China);Quantum genetic algorithm based on real encoding and gradient information of object function[J];Journal of Harbin Institute of Technology;2006-08
10 WANG Ling,YU Jin-shou(Research Institute of Automation,East China University of Science and Technology,Shanghai 200237,China);Binary Quantum Particle Swarm Optimization Algorithm and Its Application to Chemical Process Fault Diagnosis[J];Journal of East China University of Science and Technology(Natural Science Edition);2007-05
Chinese Journal Full-text Database 10 Hits
1 WANGYu~(*1),YANGLi~2( 1.School of Manage., Dalian Univ. of Technol., Dalian 116024, China;2.Dept. of Foreign Lang., Dalian Univ. of Technol., Dalian 116024, China );An improved algorithm for fuzzy k-prototypes algorithm[J];Journal of Dalian University of Technology;2003-06
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3 YANG Jun-an,ZHUANG Zhen-quan,SHI Liang (Department of Electronic Science & Technology,USTC,Hefei,Anhui 230026,China);Multi-Universe Parallel Quantum Genetic Algorithm[J];Acta Electronica Sinica;2004-06
4 XIONG Yan,CHEN Huan-huan,MIAO Fu-you,WANG Xing-fu (Dept.of Computer Science and Technology,University of Science and Technology of China,Hefei,Anhui 230027,China);A Quantum Genetic Algorithm to Solve Combinatorial Optimization Problem[J];Acta Electronica Sinica;2004-11
5 ZHANG Guo-fu,JIANG Jian-guo,XIA Na,SU Zhao-pin(School of Computer and Information Science,Hefei University of Technology,Hefei,Anhui 230009,China;Engineering Research Center of Safety Critical Industrial Measurement and Control Technology,Ministry of Education,Hefei,Anhui 230009,China);Solutions of Complicated Coalition Generation Based on Discrete Particle Swarm Optimization[J];Acta Electronica Sinica;2007-02
6 Li Yang-yang Jiao Li-cheng (Institute of Intelligent Information Processing,Xidian University,Xi’an 710071,China);Quantum-Inspired Immune Clonal Multiobjective Optimization Algorithm[J];Journal of Electronics & Information Technology;2008-06
7 Xie Tao Chen Huowang (Institute of Computer Science, National University of Defense Technology, Changsha 410073, China)[;Evolutionary Algorithms for Multi-objective Optimization and Decision-Making Problems[J];Engineering Science;2002-02
8 YANG Shu-yuan, JIAO Li-cheng, LIU Fang (Institute of Intelligent Information Processing, Xidian University, Xi'an 710071);The Quantum Evolutionary Algorithm[J];Chinese Journal of Engineering Mathematics;2006-02
9 GAO Zhi jun, YAN Guo zheng, DING Guo qing, YAN De tian, CHEN Zhong ze (No.820 Lab,College of Electronics and Information, Shanghai Jiaotong University,Shanghai 200030, China)[WT5HZ];Current status and development of multi robot coordinative and cooperative systems[J];Optics and Precision Engineering;2001-02
10 LI Mi-qing,ZHENG Jin-hua,XIE Jiong-liang,YANG Ping,LI Jing (Institute of Information Engineering,Xiangtan University,Xiangtan,Hunan 411105,China);A Stepwise Diversity Metric for MOEA[J];Acta Electronica Sinica;2008-10
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