Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer & Digital Engineering》 2005-07
Add to Favorite Get Latest Update

Chaos Genetic Algorithm and its Application in Function Optimization

Zhou Xiao 1) Hu Yihua 2) Chen Xiuqiao 1) Zhao Haiyan 2) (PLA Electronic Engineering Institute 1), Hefei 230037) (Wuhan Ordnance Petty Officer's School 2), Wuhan 430075)  
By combining chaos optimization and genetic algorithm, the Chaos Genetic Algorithm (CGA) is presented, which is applied in solving the function optimization problem. The chaos optimization is introduced in different phase of population evolution, which improves the total performance of genetic algorithm greatly. The experiment results show that CGA can get global optimum solution more efficiently and has higher convergence rate compared with Standard Genetic Algorithm (SGA).
【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 9 Hits
1 ZHUANG Li-rong1,CAI Jin-ding1,LI Tian-you2(1.Fuzhou University,Fuzhou 350002,China;2.Xiamen Electric Power Bureau,Xiamen 361004,China);Model and algorithm of daily power purchase optimization for regional grid[J];Electric Power Automation Equipment;2006-12
2 CHEN Jun(Math and Information College of Ludong University,Yantai 264025,China);Image Recovery Technology Based on the Chaos Genetic Algorithm[J];Computer Knowledge and Technology(Academic Exchange);2007-23
3 LIU Pei-jin,GU Li-chen(School of Electromechanic Engineering,Xi'an University of Architecture and Technology,Xi'an 710055,China);Hybrid method for ORPF based on improved GA and IPM[J];Journal of Hefei University of Technology(Natural Science);2009-04
4 LIU Jian-xia,WANG Fang,XIE Ke-ming College of Information Engineering,Taiyuan University of Technology,Taiyuan 030024,China;Mind evaluation algorithm based on chaos searching[J];Computer Engineering and Applications;2008-30
5 Wang Yunjing(College of Electric Engineering,Yanshan University,Qinghuangdao 066004);Bidding Strategy of Generation Companies Based on Chaos Genetic Algorithm[J];Computer & Digital Engineering;2008-12
6 DU Yong-gui,SHI Hong-xian;Research on the Current Situation of Hybrid Genetic Algorithm[J];Sci-Tech Information Development & Economy;2006-10
7 Qin WeiNa Liu XiYu (School of Information Science and Engineering, Shandong Normal University, Ji'nan 250014);SURVEY ON GENETIC ALGORITHM[J];Science & Technology Information;2007-34
8 WU Xin-jie,TAO Chong-e,LI Yuan (Department of Physics,Liaoning University,Shenyang 110036,China);Chaotic Ant Colony Optimization and its Application in Multi-Linear Regression Analysis Problem[J];Journal of Liaoning University(Natural Sciences Edition);2007-02
9 Zhang Xueliang Wen Shuhua Li Hainan Sun Dagang(Taiyuan University of Science and Technology);Applications of Particle Swarm Optimization in Multi-objective Problems[J];Transactions of the Chinese Society for Agricultural Machinery;2007-07
China Proceedings of conference Full-text Database 2 Hits
1 YE Jian-feng, WANG Yu-feng, LI Yue-lin, PANG Wei-zheng (School of Information and Communication Engineering. Harbin Engineering University, Harbin 150001) (Baicheng weapon experiment center of China , Baicheng, 137001);Pattern synthesis of antenna array using chaos genetic algorithm[A];[C];2006
2 Bi Hong-bo,Gao Bing-kun,Zhang Yu-bo 1.Faculty of Electric and Information Engineering,Daqing Petroleum Institute Daqing 163318;Research on Optimization for the Open Multi-sources Oil-field Power Net Output[A];[C];2009
Chinese Journal Full-text Database 3 Hits
1 Yang Yuming 1 Li Chuandong 21 (School of Applied Mathematics,University of Electronic Science and Techno logy of China,Chengdu610054) 2 (College of Mathematical and Physical Science,Chongqing University,Chongq ing400044);Chaos in Genetic Algorithms[J];Computer Engineering and Applications;2004-05
2 ZHANG Chun kai, WANG Ya ying, LI Xiao feng, SHAO Hui he (Dept. of Automation, Shanghai Jiaotong Univ., Shanghai 200030, China);Chaos in Application of Real-Coded Genetic Algorithms[J];Journal of Shanghai Jiaotong University;2000-12
3 Lei Deming Wuhan Transportation University, 430063;A Hybrid Genetic Algorithm Using Chaos for Globally Optimal Solution[J];Systems Engineering and Electronics;1999-12
Chinese Journal Full-text Database 10 Hits
1 HUANG Hongwei[;Development and Prospect of Urban Tunnel and Underground Construction[J];Underground Space;2001-04
2 Liu Weining et al.[;Optimum dynamic Control on lmpact of Environment of Underground Engineering[J];;1995-03
3 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
4 Huang Xiuyun Cao Guoan Zhang Qing (College of Civil Engineering and Architecture,Northern Jiaotong University,Beijing 100044);Application of Artificial Neural Net in Underground Engineering Prediction[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1998-01
5 ZUO Yun-bo,ZHANG Huai-cun (Department of Mechanical Engineering, Beijing Institute of Machinery, Beijing 100085 , China);An improved rapid algorithm for BP network[J];Journal of Beijing Institute of Machinery;2005-01
6 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
7 CHEN Yun-fei,LIU Yu-shu,FAN Jie,ZHAO Ji-hai (Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);A Niching Genetic and Ant Colony Optimization Algorithm for Generalized Assignment Problem[J];Journal of Beijing Institute of Technology;2005-06
8 JIA Zhi-yong,LI An-gui(Department of Mathematics and Mechanics,University of Science and Technology Beijing,Beijing 100083,China);STABILITY PROOF OF A MULTIPLE-MODEL ADAPTIVE CONTROL SYSTEM[J];Journal of Beijing Technology and Business University (Natural Science Edition);2005-05
9 JIA Xuan-yao~1,WANG Fang~2(1.College of Information,Ningbo Institute of Technology,Zhejiang University,Ningbo 315100,P.R.China;2.School of Business Management,University of East Anglia,Norwich,NR4 7TJ,England);Improved niching genetic algorithm[J];Journal of Chongqing University of Posts and Telecommunications;2005-06
10 XU Hui, SHI Xiu-hua, CAO Yong-hui(Department of Marine Engineering, Northwestern Polytechnical University, Xi'an 710072, China);Failure Detection and Diagnosis of Sensor Using Adaptive Interacting Multiple Model Algorithm[J];Journal of Transcluction Technology;2005-02
【Secondary References】
Chinese Journal Full-text Database 7 Hits
1 ZHANG Yong-jun1,LIAO Min-chuan1,YUAN Wen-gen1,LI Bang-feng2(1.South China University of Technology,Guangzhou 510640,China; 2.Hainan Power Dispatch Centre,Haikou 570203,China);Power Purchase Planning of Power Network Company Considering Energy Saving[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2008-06
2 CHEN Mao-qian1,WANG Hai-yan1,ZHANG Qin2(1.School of Electric Engineering and Information,Sichuan University,Chengdu 610065,China;2.Lijiang Electric Power Bureau of YEPG,Lijiang 674100,China);Economic Emission Load Dispatch of Power System Based on Particle Swarm Optimization[J];Journal of Jiangxi Vocational and Technical College of Electricity;2009-01
3 LUO Yunhu XIE Shaojun XING Lidong WANG Qin LIU Haichun WENG Xiaoguang XIE Jieru (Nanjing University of Aeronautics & Astronautics,Nanjing 210016,China);Configuration of normal electricity restriction capacity based on fault risk[J];Electric Power Automation Equipment;2009-01
4 LIU Jianxia,LI Nan,XIE Keming (College of Information Engineering,Taiyuan University of Technology,Taiyuan 030024,China);Application of Improved Mind Evolutionary Algorithm to Antenna Arrays Synthesis[J];Journal of Test and Measurement Technology;2009-04
5 ZHANG Xiao-peng1,GE Wen1,WANG Peng-bo2,CAI Chang1(1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou,Henan,450052;2.66240 Troops,Beijing,100042);The Design and Realization of Spatial Data Mining System Based on Topographic Map Analysis[J];Hydrographic Surveying and Charting;2008-04
6 WU Mei,LU Jingui(College of Automation,Nanjing University of Technology,Nanjing 210009,China);Summary of Research Progress of the Genetic Algorithms[J];Machine Tool & Hydraulics;2008-03
7 SUN Yong(Faculty of Engineering and Technology,Yunnan Agricultural University,Kunming 650201,China);Development of the Application of Improved-GA in Mechanical Design Optimization[J];Journal of Yunnan Agricultural University;2008-01
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 Wang Zikun (Department of Mathematics,Beijing Normal University,100875,Beijing,PRC)Institute of Mathematics,Shantou University,515063,Shantou,PRC);ON CHAOS AND RANDOMNESS[J];JOURNAL OF BEIJING NORMAL UNIVERSITY;1994-02
2 LI Bing and JIANG Weisun(Research Institute of Automatic Control, East China University of Science & Technology. Shanghai,200237,PRC);Chaos Optimization Method and Its Application[J];CONTROL THEORY & APPLICATIONS;1997-04
3 Zhao Mingwang(Wuhan Yejin University of Science &. Technology);A Hybrid Genetic Algorithm for Global Optimization of Continuous-differential Function[J];Control and Decision;1997-05
4 LI Dawei WANG Mengguang(Dept of System Engineering, Northeastern University, Shenyang 110006);AN IMPROVED HYBRID GENETIC ALGORITHM[J];INFORMATION AND CONTROL;1997-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved