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《Journal of Beijing Institute of Technology》 2004-08
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Improvements on Niche Genetic Algorithm

HUANG Cong-ming,CHEN Xiang-xiu (School of Chemical Engineering and Environment, Beijing Institute of Technology, Beijing100081, China)  
In order to avoid premature convergence and occurance of minimal deceptive problems, an improved niche genetic algorithm (NGA) is presented. The algorithm is based on the adaptive mutation operator and crossover operator that adjusts the crossover rate and frequency of mutation of each individual, and adopts the gradient of the individual to decide their mutation value. This approach is used in Shubert function optimization. Through comparisons to GA and NGA, the result of improved algorithms shows its feasibility and effectivity.
【Fund】: 国家部委预研项目(42001060402)
【CateGory Index】: TP18
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2 CHEN Xiaoru,CHENG Xuejun(Guangzhou Sontan Polytechnic College administration office,Guang zhou 511370;A New Evolution Algorithm Based on Immunity[J];Computer Programming Skills & Maintenance;2008-17
3 LIN Lin,WANG Shu-xun(College of Communication Engineering,Jilin University,Changchun,jilin 130022,China);Speaker Recognition Based on Adaptive Niche Hybrid Genetic Algorithms[J];Acta Electronica Sinica;2007-01
4 LI Guang-wen,ZHANG Wei-guo,LI Jian,LIU Xiao-xiong(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);The Niche Genetic Algorithm and Its Application in the Optimization of an Aircraft Flight Control System[J];Flight Dynamics;2007-03
5 XUE Ling-xiao1,YAN Zhi-qiang2,CHEN Ji-xin1,JIAN Wei-wei1,YE Hai3(1.College of Computer and Information,Fujian Agriculture and Forestry University,Fuzhou,Fujian 350002,China;2.The Open University of Fujian,Fuzhou,Fujian 350108,China;3.Fujian Health College,Fuzhou,Fujian 350101,China);Niche hybrid genetic algorithm based on conjugate gradient algorithm[J];Journal of Fujian Agriculture and Forestry University(Natural Science Edition);2011-05
6 He Weibing,Liu Jiangpng,Yang Ming,Lin Yongshen(Institute of Geophysics & Geometics,China University of Geosciences,Wuhan 430074,China);Niching Genetic Algorithms and Its Application in Geophysics Inversion[J];Chinese Journal of Engineering Geophysics;2007-01
7 LI Jian-fu,CHEN Yi-bao(School of Electromechanical Automobile Engineering,Yantai University,Yantai Shandong 264200,China);Modified Genetic Algorithm Based on Sensitivity Analysis[J];Equipment Manufacturing Technology;2010-02
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9 Li Guangwen1,Zhang Weiguo1,Liu Xiaoxiong1,Li Dong2(1.School of Automation,Northwestern Polytechnical University,Xi’an 710072,China)(2.Bureau of Military Representative of PLA Army Air Force in Xi’an,Xi’an 710063,China);NGA Based on Uniform Design and Its Application in Optimization of FCS[J];Acta Aeronautica Et Astronautica Sinica;2008-S1
10 QIAO Pei-li1,ZHENG Lin2,MA Li-li1(1.Computer Science and Technology College,Harbin University of Science and Technology,Harbin 150080,China;2.Computer Science and Technology College,Mudanjiang Normal University,Mudanjiang 157012,China);Research on a Niche Genetic Algorithm[J];Journal of Harbin University of Science and Technology;2011-01
China Proceedings of conference Full-text Database 1 Hits
1 TIAN Yu-long WU Qing ZHAO Wei-guo College of Computer Science and Software of Hebei University of Technology, Tianjin 300401, China;Niche Genetic Algorithm Based on Sexual Reproduction for Optimizing Multi-Apices Function[A];[C];2007
Chinese Journal Full-text Database 8 Hits
1 LUO Xiao ping,WEI Wei(College of Electrical Engineering,Zhejiang University,Hangzhou,Zhejiang 310027,China);A New Opimization Method on Immunogenetics[J];Acta Electronica Sinica;2003-01
2 ZHOU Beiyue DENG Bin GUO Guanqi (Electromechanical Department, Yueyang Normal College, Yueyang, Hunan 414000, China);RESEARCH OF A CLASS OF IMPROVED GENETIC ALGORITHM BASED ON NICHES[J];Journal of Mechanical Strength;2002-01
3 MU Yong, LI Su-fang (1. Further Education Institute, Jinan University, Jinan 250022, China; 2. School of Information Science and Engineering, Jinan University, Jinan 250022, China);Optimized GM(1, 1, λ, △tk)Based on Niche GA[J];;2003-04
4 LIN Yan, HAO Ju min, JI Zhuo shang, DAI Yin sheng (Ship CAD Engineering Center, Dalian University of Technology, Dalian 116023);A study of genetic algorithm based on isolation niche technique[J];JOURNAL OF SYSTEMS ENGINEERING;2000-01
5 GUO Guan_qi1,2, YU Shou_yi1(1.College of Information Science and Engineering, Central South University, Changsha 410083, China;2.Department of Electromechanical Engineering, Hunan Institute of Science andTechnology, Yueyang 414000, China);Niching genetic algorithms exploring structure of landscape[J];Journal of Systems Engineering;2003-03
6 YU Shou yi\ GUO Guan qi (College of Information Science and Engineering, Central South University,Changsha\ 410083);A CLASS OF NICHE USED IN GENETIC ALGORITHMS FOR IMPROVING EFFICIENCY OF SEARCHING GLOBAL OPTIMUM[J];Information and Control;2001-06
7 ZHOU Bei-yue GUO Guang-qi (Electromechanical Department of Yueyang Normal University,Hunan 414000 China);Research of Improving Genetic Algorithms Based on Niche Technology[J];Journal of Yueyang Normal University;2001-04
8 ZHOU Bei yue GUO Guan qi (Department of Electromechanical Engineering,Yueyang Teachers College Yueyang,414000 China);A Class of Niche Genetic Algorithms by Exploring Structure of Fitness Landscape[J];Journal of Yueyang Normal University;2002-01
Chinese Journal Full-text Database 10 Hits
1 LIU Sheng,ZHANG Yu-ting,YU Da-yong (College of Automation,Harbin Engineering University,Harbin 150001,Heilongjiang,China);Consistency and Correction of Dynamic Triangular Fuzzy Number Reciprocal Judgment Matrix[J];Acta Armamentarii;2012-02
2 MU Zaigen~(1)) LIANG Jie~(1)) SUI Jun~(2)) YAN Mou~(1)) 1)Civil and Environmental Engineering School,University of Science and Technology Beijing,Beijing 100083,China 2)Guangzhou Municipal Engineering Design & Research Institute,Guangzhou 510060,China;Application study on a fuzzy-controlled niche genetic algorithm[J];Journal of University of Science and Technology Beijing;2006-03
3 HUANG Xiao-bin,ZOU Shu-rong,ZHANG Hong-wei(Dept.of Computers,CUIT,Chengdu 610225,China);Immune genetic algorithm and its application to VRP[J];Journal of Chengdu University of Information Technology;2008-06
4 YAN Le-wei JIAN Kai-lin DING Jian-ping(1.Ministry of Information Industry,Guangzhou 510610;2.Chongqing University,Chongqing 400044; 3.Chongqing University of Science and Technology,Chongqing 400042);Supporting Position Optimization of Structure Dynamic Response Based on Genetic Algorithm[J];;2006-03
5 Jiang Quanyuan Zou Zhenyu Cao Yijia (Zhejiang University Hangzhou 310027 China);UPFC in Multi-Machine Power Systems Based on Immune Genetic Algorithm[J];Transactions of China Electrotechnical Society;2006-07
6 LUO Xiao ping, WEI Wei (Department of Electrical Engineering,Zhejiang University, Hangzhou 310027, China);A new inverse kinematics of redundant manipulator based on fuzzy RBF neural network[J];Electronics Optics & Control;2002-03
7 LIU Li-qiang,DAI Yun-tao,YUAN Gan-nan(Harbin Engineering University,Harbin 150001,China);Research of Multi-path Planning Based on Fitness Sharing GA & MPGA[J];Journal of Projectiles, Rockets, Missiles and Guidance;2006-03
8 HUANG Ming,WANG Jia,FENG Bin(Software Institute,Dalian Jiaotong University,Dalian 116028,China);Application and Study of A New Niche Genetic Algorithm in Job-shop Scheduling Problems[J];Journal of Dalian Jiaotong University;2009-04
9 LIU Li-xia1,LUO Min2,LI Xiao-hui1,LIU Shu-yong1, AI Qian2,WANG Xi-tian2,CEN Hai-feng2(1.Tianjin Electric Power Corporation Technology Centre,Tianjin 300022,China; 2.School of Electronic Information and Electrical Engineering,Shanghai Jiao Tong University, Shanghai 200240,China);Comparison and Improvement of Common Methods of Dynamic Equivalence in Power System[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2011-01
10 GONG Lin1,WANG Xin1,LIU Bin2,LEI Xia2(1.Chongqing Shiqu Power Supply Bureau,Chongqing 400030,China; 2.College of Electrical Engineering and Information,Xihua University, Chengdu 610039,China);Application of Isolation Niche Genetic Algorithm to Power Distribution System Reconfiguration[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2011-04
China Proceedings of conference Full-text Database 5 Hits
1 Sun Yan1,2,Sun Zheng2,Huang Kun3 1.College of Engineering,Ocean University of China,Qingdao 266100,P.R.China2.College of Environmental Science and Engineering,Ocean University of China,Qingdao 266100,P.R.China3.The 28 Research Institute,Electronics Technology Group Corporation of China,Nanjing 210007,P.R.China;An Isolation Niche Hybrid Genetic Algorithm Based on Simulated Annealing Method[A];[C];2007
2 Liu Hongda Ma Zhongli (College of Automation, Harbin Engineering University, Harbin 150001 ,China);Design of ship FNN autopilot based on niche immune genetic algorithm[A];[C];2006
3 QIN GuangJun WANG Xinyan WANG Wenyi School of Information Engineering, Zhengzhou University, Zhengzhou 450052, China Software College, Northeastern University, Shenyang 110004, China School of Computer Science and Technology, Zhongyuan University of Technology, Zhengzhou 450007, China;Research on Genetic Algorithm Based on Particle Swarm Algorithm[A];[C];2006
4 Shen Guanting Xu Benzhu Liu Xiaoping Hefei University of technology,Anhui Hefei,230009,China;The Application in Job Shop Scheduling of the Improved Immune Algorithm[A];[C];2010
5 Chen Hui Zhang Jiashu (Si-Chuan Province Key Lab of Signal and Information Processing Collage of Computer 4 Communication Engineering,Southwest Jiaotong University,Chengdu 610031);Faces Detection Based on Improved Genetic Algorithms[A];[C];2003
Chinese Journal Full-text Database 10 Hits
1 Shi Lijie; Zhang Jingcai(Anshan Iron and Steel Technology School);Regression Analysis of Relation between the Chemical Composition and the Mechanical Properties of SS400 Steel[J];;1997-04
2 LU Yu-yu1,CHEN Jian-neng2,ZHANG Xiang1(1.College of Mechanical and Electrical Engineering,Fujian Agriculture and Forestry University,Fuzhou 350002;2.College of Mechanical Engineering and Automation,Zhejiang Sci-Tech University,Hangzhou 310018);An improved genetic algorithm and its convergence[J];Journal of Anhui Agricultural University;2007-04
3 LIU Guixi;YANG Wanhai;XIE Shipin(Xi'an University of Electronic Sci. & Tech., Xi'an 710071, CHN);Weak signal detection technique with fiber optic current sensor[J];SEMICONDUCTOR OPTOELECTRONICS;1998-02
4 WANG Wen jing, LIU Zhi ming, MIAO Long xiu (College of Mechanical and Electrical Engineering, Northern Jiaotong University, Beijing 100044,China);The Strain Modal Analysis of Structure Based on Modal Testing[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;2000-04
5 YU Kun, LIU Zhi-gui (College of Information & Control Engineering, Southwest University of Science & Technology, Mianyang 621010, China);Fault Diagnosis of Gas Engine Piston Based on Rough Sets and Fuzzy-Model Identify[J];Ordnance Industry Automation;2005-05
6 QI Xiao-hui, TIAN Qing-min, DONG Hai-rui (Dept. of Optics & Electronics Engineering, Ordnance Engineering College, Shijiazhuang 050003, China);System Modeling Based on System Identification Toolbox in Matlab[J];Ordnance Industry Automation;2006-10
7 YANG Shang-da, LI Shi-ping (Second Artillery Engineering College, Xi’an 710025, China);Study on Genetic Algorithm[J];Ordnance Industry Automation;2008-09
8 YANG Bao-chen,WANG Li-qin,LU Yu(School of Management,Tianjin University,Tianjin 300072,China);Application of Genetic Algorithm in Index Portfolio Selection[J];Journal of Beijing University of Aeronautics and Astronautics(Social Sciences Edition);2005-04
9 HUANG Da-rong1,2,3,GUO An-xue2,LI Yun-sheng2,XU Hong-bing3,HUO Yong-mou2 (1.Institute of Optoelectronic and Information Technology,Chongqing Jiaotong University,Chongqing 400074,China;2.Northwest Institute of Mechanical and Electrical Engineering,Xianyang 712099,Sichuan,China;3.College of automation,University of Electronic Science and Technology of China,Chengdu 610054,Sichuan,China);An Object-Group Threat Assessment Method Based on Attribute Significance of Multi-Field Expert Systems[J];Acta Armamentarii;2009-10
10 GAO Xue-jin,WANG Pu,SUN Chong-zheng,YI Jian-qiang,ZHANG Ya-ting,ZHANG Hui-qing (1.College of Electronic Information and Control Engineering,Beijing University of Technology,Beijing 100022,China; 2.The Key Laboratory of Complex System and Intelligence Science,Chinese Academy of Sciences,Beijing 100033,China);An Adaptive Genetic Algorithm Based on Real Coded and Its Application[J];Journal of Beijing University of Technology;2007-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Li,REN Chengqiang(School of Materials Science and Engineering,Southwest Petroleum University,Chengdu 610500);Application and Advance of Grey System Theory in Corrosion of Petroleum Industry[J];Materials Review;2010-15
2 LIU Shuang-yin,XU Long-qin,SHEN Yu-li(Information Institute of Guangdong Ocean University,Zhanjiang Guangdong 524088,China);Research into the Application of Improved Genetic Algorithm Based on Niches in Search Engine Optimization[J];Journal of Chongqing Normal University(Natural Science);2008-03
3 LAN Hua~1,WANG Wei~1,WANG Yun-ran~2,LI Zheng-yang~1 (1 Northeast Electric Power University Electrical Engineering Jilin Jilin,2 The Hong Kong Polytechnic University Hong Kong,China);Configuration optimization of wind/photovoltaic hybrid power systems based on niche genetic algorithms[J];Journal of Northeast Dianli University;2010-04
4 TU Qiyu,MEI Yadong(Wuhan University,Wuhan 430072,China);Review on the Application of Genetic Algorithm to Reservoir(s) Optimal Operation[J];Hydropower Automation and Dam Monitoring;2008-01
5 Jiao Guangming1,2 Zuo Dunwen1 Zhang Dan1 Wang Min1(1College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China)(2Nanjing Chenguang Group Co.,Ltd,Nanjing 210006,China);Scheduling models of aerospace product agile mixed-model assembly[J];Journal of Southeast University(Natural Science Edition);2010-04
6 LI Ming,LI Jun-hua(Key Laboratory of Nondestructive Testing(Ministry of Education) of Nanchang Hang Kong University,Nanchang,Jiangxi 330063,China);Performance Evaluation of Genetic Algorithm in Noisy Environments[J];Acta Electronica Sinica;2010-09
7 LI Dong,LI Yu-tong,TIAN Bao-jie,ZHOU Xiao-guang(Bureau of Military Representative of PLA Army Air Force in Xi'an,Xi'an 710065,China);Design of Missile's Flight Control System Based on PSO Algorithm[J];Flight Dynamics;2009-03
8 LI Guang-wen,JIA Qiu-ling,LIU Xiao-xiong,ZHANG Wei-guo(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);Optimization of Aircraft Flight Control System Based on Evolutionary Strategy[J];Flight Dynamics;2009-05
9 LI Guang-wen,JIA Qiu-ling,ZHANG Wei-guo,LIU Xiao-xiong(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);Gain scheduling method of aircraft control law in the large flight envelope[J];Flight Dynamics;2010-01
10 ZHANG Meng,ZHANG Wei-guo,SUN Yong (College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);LQG/LTR flight control law optimal design based on Neal-Smith criteria[J];Flight Dynamics;2011-05
China Proceedings of conference Full-text Database 1 Hits
1 Chen Jia-zhao Liao Hai-tao Zhang Zhong-wei Luo Yin-sheng (The Second Artillery Engineering College,Shanxi,Xi'an,710025);An Improved Genetic Algorithm and its Application in Path Planning[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Zhang Shuhong Chen Mianyun Song Yexin Tong Xiaojun Dr.; Dept. of Contr. Sci. & Eng., HUST, Wuhan 430074, China.;The Optimized SCGM(1,1, α) Model Based on Genetic Algorithm[J];Journal of Huazhong University of Science and Technology;2001-06
2 MU Yong (School of Adult Education, Jinan University,Junan 250022);GM(1,1) With White Exponential Law Coincidence Property[J];Mathematics In Practice and Theory;2002-01
3 MU Yong (Further Education Institute of Jinan University, Jinan 250022, China);An Unbiased GM(1,1) Model With Optimum Grey Derivative′s Whitening Values[J];Mathematics In Practice and Theory;2003-03
4 LIN Yan, HAO Ju min, JI Zhuo shang, DAI Yin sheng (Ship CAD Engineering Center, Dalian University of Technology, Dalian 116023);A study of genetic algorithm based on isolation niche technique[J];JOURNAL OF SYSTEMS ENGINEERING;2000-01
5 WANG Ning\+1, WEI Cheng\|jian\+2, SHENG Zhao\|han\+2 (1. Beijing Polytechnic University, Beijing 100022; 2. Southeast University, Nanjing 210018);Genetic Algorithm Combined with a Chaotic Sequence[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;1999-11
6 LI Zuo\|yong, ZHANG Min, DENG Xin\|min(Chengdu University of Information Technology, Chengdu 610041, China);Optimal Gray GM(1,1) Model Based on Genetic Algorithm and Its Verification[J];Systems Engineering-theory & Practice;2002-08
7 Meng Fanzhen Hu Yunchang Xu Hui Zhang Xinjun Fang Xiaoan (Tianjin University, 300072);Genetic Algorithm of Traveling Salesman Problem[J];SYSTEMS ENGINEERING ---THEORY & PRACTICE;1997-09
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