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《CHINESE JOURNAL OF COMPUTERS》 1995-09
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A SURVEY OF EVOLUTIONARY ALGORITHMS

Yao Xin; Chen Guoliang and Xu Huimin (Department of Computer Science and Technology, Universtiy of Science and Technoloyg of China, Heifei 230027)Liu Yong (Institute of Software Engineering, Wuhan University, Wuhan 430072)  
Evolutionary Algorithms (EAs) , such as generic algorithms (GAs),evolution strategies (ES's), evolutionary programming (EP) and evolution programs (EPs) ) are a class of stochastic search algorithms which can be applied to both combinatorial and numerical optimization problems. This article first introduces the basic ideas of EAs, and then discusses some advanced variations of the basic algorithms. Some typical applications of EAs are also presented. Finally, a survey of the state-of-the-art of EA research is given and future research directions are pointed out.
【Fund】: 国家攀登计划认知科学(神经网络)重大关键项目 澳大利亚研究基金会基金
【CateGory Index】: TP18
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【References】
Chinese Journal Full-text Database 10 Hits
1 YANG Ming-hui (Wuhan University of Technology, Wuhan 430074, China);The Analysis for Several Classic Algorism of Intellegence Computation[J];Computer Knowledge and Technology(Academic Exchange);2007-15
2 Zhang Gangyuan (Dept.of Computer Science,Sichuan Teachers College,Nanchong,637002);Genetic Algorithm and Its Application in the Overall Plan of Utilization Land[J];JOURNAL OF CHONGQING TEACHERS COLLEGE(NATURAL SCIENCE EDITION);1998-04
3 ZHAO Bo, LIU Xiao bing, WANG Qian (CIMS Center of Dalian University of Technology,Dalian 116023,China);Research of Application of Evolutionary Computation for Production Scheduling[J];INDUSTRIAL ENGINEERING JOURNAL;1999-02
4 Zhou Mingzheng (Anhui Institute of Mechanical and Electrical Engineering Wuhu 241000);The Optimization and Application of Fuzzy Membership Function Base on Genetic Algorithms[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;1998-04
5 Han Zhigang Zhang Anbang Yang Shizhong (College of Communication and Measurement Control Engineering,Chongqing University);A New Algorithm for Forward Neural Netwroks[J];Journal of Chongqing University(Natural Science Edition);1998-06
6 Limingbiao(Department of mathematics and computer,GanNan Teachers'College )Jiangzheghe(Computer Center,HuBei SanXia College);TO SOLVE LARGE SCALE LINEAR EGUATION SET IN GENETIC ALGORITHM[J];JOURNAL OF GANNAN TEACHER'S COLLEGE;1998-03
7 ZHU You_lian(Department of Electric Information Engineering, Changzhou Teachers College of Technology, Changzhou 213001, China);Improvement in the Evolutionary Algorithm and Its Application[J];Journal of Changzhou Teachers College of Technology;2000-04
8 HUO Hong wei,XU Jin,BAO Zheng(Electronic and Engineering Institute ,Xidian University,Xi’an 710017,China);Analysis of the Roles of Selection and Mutation[J];ACTA ELECTRONICA SINICA;2000-02
9 Wang Xiaodong; Shen Yaqiang(Zhejian Normal University,Jinhua 321004);Identifying the Dynamic Mathematical Model Parameters of an Accelerometer Using Genetic Algorithms[J];JOURNAL OF ELECTRONIC MEASUREMENT AND INSTROMENT;1998-03
10 XUAN Shi bin (Department of Mathmatic and Computer science,Guangxi University for Nationalities, Guangxi Nanning,530006 China);Dynamic Hopfield Neural Networks Model and Its Learning Algorithm[J];JOURNAL OF GUANGXI UNIVERSITY FOR NATIONALITIES(NATURAL SCIENCE EDITION);1999-03
China Proceedings of conference Full-text Database 1 Hits
1 Chang Xinjie Li Yanjun (College,of Astronautics , Northwestern Polytechnical University, xi'an ,710072);A Survy of Searching Algorithms[A];[C];1998
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 SUN Hai-bo,SHANG Shi-bo,FANG Liang(College of Mechanical and Electrical Engineering,China University of Mining and Technology,Xuzhou Jiangsu 221008,China);Solving of the Shortest Cutting Path in a EPS Rapid Prototyping System[J];Journal of Engineering Graphics;2008-06
2 ZHANG Zhi-guo, ZHANG Xie-dong(College of Communications, Wuhan University of Technology, Hubei, Wuhan 430063, China);Research on Structural Damage Identification Based on Genetic Algorithm and Neural Networks[J];Jorunal of Water Resources and Architectural Engingeering;2005-03
3 JIANG Yi1,YUE Qing-ling2(1.School of computer,Wuhan University of Science &Technology,Wuhan 430081,China;2.School of Information Management Wuhan University,Wuhan 430072,China);Coevolutionary Based on Decision Tree Classification Algorithm[J];Computer Knowledge and Technology(Academic Exchange);2007-13
4 WANG Jing, ZHAO Yuanyuan Information Engineering School, UST Beijing, Beijing 100083, China;Optimization of PI Controller Parameters Using Genetic Algorithm[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;2000-01
5 GUO Xian-ding1,LI Min2(1.Department of Mathematics,Leshan Teachers College,Leshan Sichuang 614004,China;2.Department of Physics and Electron Communication,Leshan Teachers College,Leshan Sichuang 614004,China);Hybrid Approach for Global Optima of Indifferentiable Nonlinear Function[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2007-04
6 CHEN Hai-yan, CHEN Jin-fu, DUAN Xian-zhong Huazhong University of Science and Technology, Wuhan 430074, China;Fuzzy Modeling and Optimization Algorithm on Dynamic Economic Dispatch in Wind Power Integrated System[J];Automation of Electric Power Systems;2006-02
7 Wang Tao, Li Qiqiang (School of Control Science and Engineering, Shandong University, Jinan 250061, China)[;A Parallel Evolutionary Algorithm Based on Space Contraction[J];Engineering Science;2003-03
8 QIU Ye,HU Yue-ming,Qi Qi-feng(South China University of Technology,Guangzhou 510640,China);Best Fitting Ellipse Using in Computing Orientation of a Chip[J];Electronics Process Technology;2008-02
9 XIE Xian-zhong , YI Wei-jian (Hunan University, Changsha 410082, China);APPLICATION OF HYBRID GENETIC ALGORITHM TO STRUCTURAL DYNAMIC INVERSION[J];Engineering Mechanics;2005-03
10 ;Development of Port Container Logistics Technique[J];Port Operation;2003-01
China Proceedings of conference Full-text Database 10 Hits
1 DAN DANHUI HE GUANGHAN (Dept.of Civil Eng.,Southwestern Jiaotong University,Chengdu 610031);ANALYSIS OF LOAD IDENTFICATIONFOR ITELLIGENT BRIDGE STRUCTURE BASED ON NEURAL NETWORK METHODS[A];[C];2001
2 Zhou Yonghua, Mao Zongyuan (College of Electrical Engineering. Guangxi University, Nanning, 530004) (College of Automation Science and Engineering, South China University of Technology, Guangzhou, 510640);Analysis of Local Search Ability of Arithmetic Crossover Operators[A];[C];2004
3 YU Chunmei, HUANG Yuqing, YANG Shengbo School of information and control engineering, Southwest university of science and technology, Mianyang, Sichuan , 621010);Developments on the Application of Genetic Algorithms in Parameter Identification[A];[C];2004
4 SONG Yan,YU Jian hua (School of Architecture and Environment, Sichuan University, Chengdu 610065, China);Application of Computational Intelligence in Vibration Engineering[A];[C];2002
5 Cao Chunhong~1;Zhang Yongjian~2;Li Wenhui~1 1(College of Computer Science and Technology, Jilin University, Changchun 130012, China)2(Dept, of Information and Electronical Engineering, Shandong Institute of Architecture and Engineering,Jinan 250014, China);A New Method for Geometric Constraint Solving——A Hybrid Genetic Algorithm Based on Conjugate Gradient Algorithm[A];[C];2004
6 LIUBin,CAOHui-yu,HE Jian-min (College of Economics and Management,Southeast University,Nanjing 210018,China);’The Learning Method of Fuzzy Decision Making Based On Genetic Algorithms[A];[C];2000
7 (Shenyang University of Technologyy,110023,Shenyang) ZENG Shan CAO Yun-dong LIU Xiao-ming;Influence on air flow field in the arc extinguish chamber in SF_6 CB by rotary-gas grooves in the nozzle[A];[C];2007
8 (Shenyang University of Technology,110023,Shenyang) CAO Yun-dong ZENG Shah LIU Xiao-ming;Brief Analysis of a Novel Rotary-gas SF_6 Circuit Breaker and its Influence on 3D gas flow field[A];[C];2007
9 (Shenyang University of Technology,110023,Shenyang) Liu Xiaoming Wen Fuyue Cao Yundong;Numerical Simulation of Dielectric Behavior for SF6 Circuit Breaker Based on Coupling Multiple Physical Fields[A];[C];2007
10 (Shenyang University of Technology,110023,Shenyang) Liu Xiaoming Cao Yundong Wang Erzhi;Study on Aerodynamic Optimization Design of Nozzle of High Voltage Circuit Breaker[A];[C];2007
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