Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
Add to Favorite Get Latest Update

A New Adaptive Genetic Algorithm & Its Application in Multimodal Function Optimization

Wu Zhiyuan and Shao Huihe (Department of Automation,Shanghai Jiaotong University·Shanghai,200030,P.R.China) Wu Xinyu (Department of Basic Courses,Nanjing Institute of Posts and Telecommunications,P.R.China)  
This paper analyzes genetic evolution process,then proposes a new adaptive genetic algorithm,which efficiently solves the problem of globlal convergence,and appears good characteristic in optimal problems of multimodal function.
【Fund】: 国家“九·五”攻关课题
【CateGory Index】: TP18
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 10 Hits
1 Wang Xia Lv Kui (Shangrao Normal Colloge,Jiangxi,334001);APPLICATION ON ADAPTIVE REAL-CODED GENETIC ALGORITHM IN THE EXPERIMENT OF SPRING VIBRATOR[J];Physical Experiment of College;2007-01
2 ZHANG Zhu -hong, HUANG Xi -yue, HU Xiao -bing (College of Automation,Chongqing University,Chongqing 400044,China);A Genetic Algorithm Based on Repeating Crossover and Optimum Maintaining Strategy[J];Journal of Chongqing University(Natural Science Edition);2002-07
3 WANG Xia~(1,2), WANG Xiao-dong~3, WANG Shao-min~2 (1. Department of Physics, Shangrao Normal College, Shangrao334001, China; 2. Department of Physics, Zhejiang University, Hangzhou310027, China; 3. College of Mathematics, Physics and Information Science, Zhejiang Normal University, Jinhua321004, China);Real-coded adaptive genetic algorithms and its application in parameter control of pupil filter[J];;2004-03
4 LIU Xu-dong1,FAN Qing-wu1,DUAN Jian-min2,ZHOU Da-sen1(1.The Pilot College of Beijing University of Technology,Beijing 101101,China;2.College of Electronic Information and Control Engineering,Beijing University of Technology,Beijing 100124,China);Optimization of HEV System Parameters Based on Hybrid Adaptive Genetic Algorithm[J];Journal of Beijing University of Technology;2009-07
5 JIANG Jin-long1,2,XUE Yun-can1,FENG Jun1(1.College of Computer & Information Engineering,Hohai Univ.,Changzhou 213022,China;2.College of Electronic Engineering,Jiujiang Univ.,Jiujiang 332005,China);Solving Traveling Salesman Problem by the Adaptive Genetic Algorithm Based on the Regional Search[J];Journal of Hehai University Changzhou;2005-03
6 HU Xiao-bing,WU Shu-fan,JIANG Ju(Nanjing University of Aeronautics Astronautics,Nanjing 210016,China);On-Line Optimization of Flight Line Based on GA[J];Aeronautical Computer Technique;2001-02
7 Xu Yao -qun; Shen Ji-hong; Ding Jinn-li(Basic course department, Hailongjiang Commerce University, Harbin, 150076, China; Mathemtic Department, HarbinEngineering Uinversity, Harbin, 150001; Dept. of Computer Science and Technology, Wuhan University, Wuhan;A Modified Genetic Algorithm and Its Application[J];Journal of Heilongjiang Commercial College (Natural Sciences Edition);2000-02
8 TAO Huan,ZHANG Jian-Yun(Electronic Engineering Institete,Heifei 230037,China);Optimizing Equipment Effectiveness based on Generic Algorithm[J];Fire Control and Command Control;2007-12
9 Xie Shengli 1,2 Tang Min 2 Dong Jinxiang 21 (Department of Computer Science,Wenzhou Teachers College,Wenzhou325003) 2 (Artificial Intelligence Institute,Zhejiang University,Hangzhou310027);An Improved Genetic Algorithm for TSP Problem[J];Computer Engineering and Applications;2002-08
10 Cai Liangwei Li Xia (Department of Electronic Engineering,Shenzhen University,Shenzhen 518060);A Real-Valued Multi-Population Genetic Algorithm with Mixing Operation[J];Computer Engineering and Applications;2005-13
China Proceedings of conference Full-text Database 3 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
2 Huang Yuqing Chen Chunmei Li Leimin(School of Information and Control Engineering, Southwest University of Science and Technology. Mianyang 621002, China);Application of A Hybrid Genetic Algorithm in Container Loading[A];[C];2004
3 Li Jinping He Miao Liu Mingjun Yang Bo ( Department of Information and Control Engineering, Computer Center, Jinan University, Jinan, 250022);Study on Improvement of Convergence Speed for BP Wavelet Neural Networks[A];[C];2001
Chinese Journal Full-text Database 10 Hits
1 CHEN Jie 1,ZHOU Dong-hua 2(1 Department. of Computer & Information Engineering, Anhui Institute of Architecture & Industry,Hefei,230022,China;2 Department. of Automation, University of Science & Technology of China,Hefei,230027);THE APPLICATION OF FLOAT-ENCODING GENETIC ALGORITHM IN OPTIMIZING PARAMETERS OF FUZZY CONTROLLER[J];Journal of Anhui Institute of Architecture;2004-02
2 SHEN Rui,LIU Jun,JI Chang-xu(School of Traffic and Transportation,Beijing Jiaotong University,Beijing 100044,China);Frequency Model of Service Network Design for Freight Transportation[J];Journal of Beijing Jiaotong University;2006-06
3 $YI Han-ping1, PU Chao2 (1. College of Automation, University of Electronic Science & Technology of China, Chengdu 610054, China; 2. College of Photoeletricity Technology, University of Electronic Science & Technology of China, Chengdu 610054, China);Multi-Population Parallel Genetic Algorithm for Parametric Optimization in No-Linear System[J];Ordnance Industry Automation;2005-04
4 Li Changlong Cheng Peng(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Chen Xiaobo Chai Xudong(Beijing Simulation Center,Beijing 100854,China);Parallel multi-objective genetic algorithm by adding area penalty[J];Journal of Beijing University of Aeronautics and Astronautics;2005-11
5 Pan Lideng 1) Huang Xiaofeng 2) (1)Department of Chemical Automation,,Beijing University of Chemical Technology,Beijing 100029; 2)Department of Chemical Engineering Beijing University of Chemical Technology,Beijing,100029);A Genetic Algorithm with Variable Length Encoding Based on the Similarity[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1997-03
6 LI Qing, ZHENG Deling, TANG Yong, CHEN Zhanying (Information Engineering School, UST Beijing, Beijing 100083, China; Automation Research Institute of the Ministry of Metallurgical Industry Beijing 100071, China);A New Kind of Fuzzy Genetic Algorithm[J];Journal of University of Science and Technology Beijing;2001-01
7 HUANG Cong-ming,CHEN Xiang-xiu (School of Chemical Engineering and Environment, Beijing Institute of Technology, Beijing100081, China);Improvements on Niche Genetic Algorithm[J];Journal of Beijing Institute of Technology;2004-08
8 XU Shuang,JIA Yun-de (Department of Computer Science and Engineering,School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Intention Tracking Based Reinforcement Learning Agent Model[J];Journal of Beijing Institute of Technology;2004-08
9 WANG Hui,GAO Jianbo,LUO Jianping Faculty of Information Engineering,Shenzhen University,Shenzhen,Guangdong Province 518060;Review of Electrical Impedance Tomography[J];Beijing Biomedical Engineering;2006-02
10 MENG Xiang wu, ZHANG Yu jie (Computer Science and Technology School, Beijing University of Posts and Telecommunications, Beijing 100876, China);The Traversing of Genetic Algorithms Based on Mutation of Column in Population[J];Journal of Beijing University of Posts and Telecommunications;2002-01
China Proceedings of conference Full-text Database 2 Hits
1 LU Rui-hua ,ZHANG Shi-ying (Hebei University of Economics and Trade, Shijiazhuang 050091,China; Tianjin University, Tianjin 300072,China);Research on Complex System Multi-level Situation Decision Method[A];[C];2003
2 L Rui-hua, ZHANG Shi-ying ( Hebei University of Economics and Trade,Shijiazhuang 050091 ,China; Tianjin University, Tianjin 300072 , China);Research on ANN - GA Chaotic Time Series Forecast Method[A];[C];2004
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WU Fan1,ZHANG Zhi-li1,YAN Ning2(1.Second Artillery Engineering Institute,Xi’an 710025,China;2.Second Artillery Equipment Institute,Beijing 100085,China);Fault Diagnosis of Power Supply Based on Chaotic Neural Network[J];Ordnance Industry Automation;2005-02
2 BI Hui-min, DONG Hai-ying (Key Laboratory of Opto-Electronic Technology & Intelligent Control of Ministry of Education, Lanzhou Jiaotong University, Lanzhou 730070, China);Application of Improved Genetic Algorithm in Path Design of Robot[J];Ordnance Industry Automation;2006-04
3 LI Feng1,QI Xiao-Hui1,LI Yu-hui2(1.Dept.of Optics & Electronics Engineering,Ordnance Engineering College,Shijiazhuang 050003,China;2.Hebei Building Co.,Ltd,Baoding 072300,China);Design of Unpiloted Powered Parafoil Flight Control System[J];Ordnance Industry Automation;2008-02
4 XU Xin-ying XIE Jun XIE Ke-ming (College of Information Engineering,Taiyuan University of Technology,Taiyuan,Shanxi 030024,China);Path Planning of Mobile Robot Based on Artificial Immune Potential Field Algorithm[J];Journal of Beijing University of Technology;2008-10
5 LI Yi bo 1) HUANG Xiao yuan 2) ( 1) Shenyang Institute of Aeronautical, Shenyang 110034; 2) Northeast University, Shenyang 110003, China);Resolution of overlapping chromatographic peaks based on GA and RBFNN[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;2001-03
6 LI Qing~ 1) , XIE Sijiang~ 2) , TONG Xinhai~ 2) , WANG Zhiliang~ 1) 1) Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China 2) Scientific Research Center, Beijing Electronic Science and Technology Institute, Beijing 100070, China;A self-adaptive genetic algorithm for the shortest path planning of vehicles and its comparison with Dijkstra and A* algorithms[J];Journal of University of Science and Technology Beijing;2006-11
7 SUN Guo-xi~(1,2),YIN Jun-xun~2 (1.College of Computer,Maoming College,Maoming Guangdong 525000,China;2.Electronics and Communication Engineering Department,South China University of Technology,Guangzhou 510641,China);A Multi-Mutation Genetic Algorithm for the Image-Matching Question[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2006-03
8 LIXiaozhu, LIU Yanli (Department of Electrical Engineering, Liaoning Technical University, fuxin 123000);The Optimized Design Research on Permanent Magnetism Low Speed Synchronous Motor[J];;2006-03
9 DENG Jin-lian,LOU Yue-hai (Mechanical Engineering Department,Zhejiang Institute of Mechanical & Electronical Engineering,Hangzhou 310053,China);Research on a Dynamic Analysis System of Paper Delivery Mechanism Model[J];Group Technology & Production Modernization;2008-02
10 LI Dan1,GAO Li-qun1,HUANG Yue1,WANG Ke2(1.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2.Liaoning Electric Power Company Limited,Shenyang 110000,China.);Induction Motor Parameter Identification Based on Celestial System Particle Swarm Optimization Algorithm[J];Journal of Northeastern University(Natural Science);2008-09
China Proceedings of conference Full-text Database 7 Hits
1 CHEN Shi-zhe HU Tao PU Zhao-bang LIU Guo-dong LIU Bing-guo Department of Automatic Measurement and Control,Harbin Institute of Technology,Harbin,150001,;Regular Image Fast Matching Based on Adaptive Genetic Algorithm[A];[C];2005
2 LUO Xu-quan (College of Logistics Engin.,Wuhan Univ.of Technology,Wuhan 430063,China);Comparision Between Readitional Optimized Algorithm and Heredity Algotithm[A];[C];2007
3 LAI Mei, XIONG Li-rong (Key Lab. of Software Development Environment, Zhejiang University of Technology, Hangzhou 310014);Using an improved genetic algorithm to optimize trainman routine[A];[C];2002
4 Fan Shengwen~1 Qiao Sen~2 Wang Zhankuo~1 (1 Mechanical Electronical and Engineering College of North China University of Technology Beifing 100041 China; 2 Beijing xingdahao technology Co.,Ltd,.Beijing 100013 China);TMS320F2812 based speed sensorless vector control of induction MOTOR by using model reference adaptive system[A];[C];2008
5 Ma Miao~(1,2) Lu Yanjing~1 1) Shaanxi Normal University,Xi'an 710062 2)Northwestern Polytechnical University,Xi'an 710072;Grey theory and genetic algorithm based method on fast image matching[A];[C];2008
6 Wen Jing Zhu Yuwen Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China;Flight Route Planning with Genetic Algorithms[A];[C];2004
7 YANG Chun-hua, YANG Xu-kun, WANG Ya-lin, GUI Wei-hua (School of Information Science & Engineering, Central South University ,Changsha 410083);An Improved Genetic Algorithm for Raw Mix Slurry Optimal Arrangement in the Alumina Process[A];[C];2005
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved