Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Electronica Sinica》 2010-07
Add to Favorite Get Latest Update

The Cellular Genetic Algorithm with Evolutionary Rule

LU Yu-ming1,2,LI Ming1,2,LI Ling1(1.College of Automation,Nanjing University of Aeronautics and Astronautics,Nanjing,Jiangsu 210016,China;2.Key Laboratory of Nondestructive Test,Nanchang Hangkong University,Nanchang,Jiangxi 330063,China)  
In order to mimic the nature more true,according to density and distribution of cell,the dynamitic influence among all individual with each other were considered during evolutionary operation.Therefore,a dynamitic environment is built by the rules of the cellular automata and in turn,the cellular genetic algorithm with evolutionary rules(CEGA) is proposed in this paper.The experimental results of two typical test functions show that CEGA can efficiently remain the diversity of population,carry out the global exploitation,and improve the speed of searching solution.We conclude that moderate density cell is favourable to solution.
【Fund】: 国家自然科学基金(No.60963002);; 航空科学基金(No.2008ZD56003);; 江西省教育厅科技项目(No.GJJ08209)
【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 3 Hits
1 LUO Xiao-ping~(1,2),WEI Wei~1 (1.College of Electrical Engineering,Zhejiang University,Hangzhou,Zhejiang 310027,China;2.Zhejiang University City College,Zhejiang,Hangzhou 310015,China);The Analysis on Strong Convergence(a.s.) and Convergence Rate Estimate of Immune Genetic Algorithm[J];Acta Electronica Sinica;2005-10
2 DAI Chao-hua1,ZHU Yun-fang2,CHEN Wei-rong1,LIN Jian-hui3(1.School of Electrical Engineering,Southwest Jiaotong University,Chengdu,Sichuan 610031,China;2.Department of Computer and Communication Engineering,E'mei Campus,Southwest Jiaotong University,E'mei,Sichuan 614202,China;3.State Key Laboratory of Traction Power,Southwest Jiaotong University,Chengdu,Sichuan 614202,China);Cloud Model Based Genetic Algorithm and Its Applications[J];Acta Electronica Sinica;2007-07
3 WANG Zhong-jun1,2,WANG Neng-chao1,FENG Fei2,TIAN Wu-feng2(1.College of Computer Science & Technology,Huazhong University of Science & Technology,Wuhan 430071,China;2.Dept.of Statistics,Wuhan University of Technology,Wuhan 430063,China);Research on evolved behavior of cellular automata[J];Application Research of Computers;2007-08
Chinese Journal Full-text Database 10 Hits
1 ZHU Liu-hua1,LV Ji-er1,ZHENG Rong-sen1,KONG Ling-jiang2,LIU Mu-ren2(1.Department of Physics and Information Science,Yulin Normal College,Yulin 537000,China;2.College of Physics and Electronic Engineering,Guangxi Normal University,Guilin 541004,,China);Evolution Behaviors of One-dimensional Five-neighborhood Cellular Automata[J];Systems Engineering;2008-10
2 SU Zhao-pin~(1,2),JIANG Jian-guo~(1,3),LIANG Chang-yong~2,ZHANG Guo-fu~(1,3,4),XIA Na~(1,3) (1.School of Computer and Information,Hefei University of Technology,Hefei,Anhui 230009,China; 2.Postdoctoral Programs at Management Science and Engineering,Hefei University of Technology,Hefei,Anhui 230009,China; 3.Engineering Research Center of Safety Critical Industrial Measurement and Control Technology,Ministry of Education,Hefei,Anhui 230009,China 4.National Engineering Research Center of Special Display Technology,Hefei,Anhui 230009,China);An Almost Everywhere Strong Convergence Proof for a Class of Ant Colony Algorithms[J];Acta Electronica Sinica;2009-08
3 ZHAO Zhiqiang,GOU Jin,CHEN Weibin(College of Computer Science and Technology,Huaqiao University,Xiamen Fujian 361021,China);Active Evolutionary Algorithm Based on Cloud Model[J];Journal of Beijing Jiaotong University;2009-06
4 WANG Yu1,2,XIAO Sheng-xie2,FENG Wu-yi2,ZHANG Yuan-cai1,YU Yi-hua31.State Key Laboratory of Geohazard Prevention and Geoenvironment Protection,Chengdu University of Technology,Chengdu 610059,China2.School of Applied Technology,Chongqing Jiaotong University,Chongqing 400074,China3.School of Civil Engineering and Architecture Southwest University of Science and Technology,Mianyang,Sichuan 621010,China;Evaluation of Soil Slope Stability Based on Cellular Automata Ant Algorithm[J];Journal of Jilin University(Earth Science Edition);2010-01
5 ZHANG Jin1,2,MA Liang1 1.School of Management,University of Shanghai for Science and Technology,Shanghai 200093,China 2.Computer and Information Engineering College,Henan University,Kaifeng,Henan 475001,China;Solving rectilinear Steiner minimum tree problem by improved cellular ant algorithm[J];Computer Engineering and Applications;2008-20
6 LIU Yong1,2,XU Qiu-yan3,WANG Hong-gang1,MA Liang1 1.School of Management,University of Shanghai for Science and Technology,Shanghai 200093,China 2.Department of Fundamental Science Teaching,Yancheng Institute of Technology,Yancheng,Jiangsu 224051,China 3.College of Information Engineering,Yancheng Institute of Technology,Yancheng,Jiangsu 224051,China;Intelligent optimization algorithm for clustering analysis[J];Computer Engineering and Applications;2009-19
7 WU Yan, LI Ru-yun (Department of Computer Science and Technology, Tongji University, Shanghai 200092);Immune Genetic Algorithm Based on Group Division and Hybridization[J];Computer Engineering;2008-03
8 LU Xue-yan1,2,ZHOU Yong-quan11.College of Mathematic and Computer Science, Guangxi University for Nationalities, Nanning Guangxi 530006, China;2. Department of Computer and Electronic Information Engineer, Wuzhou University, Wuzhou Guangxi 543002,China;Adaptive genetic algorithm of cloud based on double bee population evolutionary[J];Journal of Computer Applications;2008-12
9 LIU Yu,MA Liang(School of Management,University of Shanghai for Science and Technology,200093,China);Optimization Design for Four-bar Mechanism Based on Cellular Ant Algorithm[J];Machine Design & Research;2008-06
10 ZHANG Yu, LI Ming, Lu Yu-ming, LONG Jia-li(Key Laboratory of Nondestructive Test (Ministry of Education) ,Nanchang Hongkong University, Nanchang,Jiangxi 330063, China);Genetic Algorithm Based on Cellular Automata with Disturbances[J];Journal of Nanchang Hangkong University(Natural Science);2009-01
【Secondary Citations】
Chinese Journal Full-text Database 10 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 CHEN Xiao ping 1,YU Sheng lin 2(1 School of Elecronics and Information Engineering,Suzhou University,Suzhou,Jiangsu 215021,China; 2 Dept of Measurement and Testing Engineering,NUAA,Nanjing,Jiangsu 210016,China);Improvement on Crossover Strategy of Real-valued Genetic Algorithm[J];Acta Electronica Sinica;2003-01
3 ZHANG Ge-xiang 1,LI Na 1,JIN Wei-dong 1,HU Lai-zhao 2 (1 School of Electrical Engineering,Southwest Jiaotong University,Chengdu,Sichuan 610031,China; 2 China Electronic Technology Group Corporation No.29 Research Institute,Chengdu,Sichuan 610036,China);A Novel Quantum Genetic Algorithm and Its Application[J];Acta Electronica Sinica;2004-03
4 YAO Jun-feng,MEI Chi,PENG Xiao-qi,HU Zhi-kun,HU Jun (Institute on Simulation and Optimization of Pyro-installation,Central South Universuty,Changsha410083,China);A New Optimization Approach-Chaos Genetic Algorithm[J];Systems Engineering;2001-01
5 Zhang Feizhou 1 ,Fan yuezu 1,Shen Chengzhi 1 , Li Deyi 2 1(Department of Automatic Control, Beijing University of Aeronautics and Astronautics,Beijing,100083) \ 2(No.61 Institute of General Staff,Beijing,100039);INTELLIGENT CONTROL BASED ON MEMBERSHIP CLOUD GENERATORS[J];ACTA AERONAUTICA ET ASTRONAUTICA SINICA;1999-01
6 SONG Yuan Jun ①② , YANG Xiao Zong ①, LI De Yi ②, and CUI Dong Hua ③ ①(Harbin Institute of Technology, Harbin 150001) ②(Department of Signals, Headquarters PLA, Beijing 100840) ③(Naval Research Center, Beijing 100083;RELIABILITY COUNT EVALUATION OF COMPUTERS BASED ON CLOUD MODELS FOR ENVIRONMENTAL FACTORS[J];Journal of Computer Research and Development;2001-05
7 Li Deyi; Meng Haijun; Shi Xuemei (No.61 Institute of General Staff, Beijing, 100039)(Nanjing Communication Engineering Institute,210016);MEMBERSHIP CLOUDS AND MEMBERSHIP CLOUD GENERATORS[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1995-06
8 Zhao Weiwei 1,2 Li Deyi 11 (Institute of China Electronic System Engineering,Beijing100039) 2 (Institute of Communications Engineering,PLA University of Science and Technology,Nanjing210016);Intrusion Detection Using Cloud Model[J];Computer Engineering and Applications;2003-26
9 CHEN Zhuo1, MENG Qingchun1,2, WEI Zhengang1 (1.Computer Science Department, Ocean University of China, Qingdao 266071; 2.State Key Lab of Intelligent Technology and Systems, Tsinghua University, Beijing 100084);A Clustering Model and Optimized Algorithm Based on Swarm Intelligent Theory[J];Computer Engineering;2005-04
10 Deng Li Wang Zhongjun(School of Sciences, WUT, Wuhan 430063);Extending Odd-even Cellular Automata Model and Its Analyses[J];Journal of Wuhan University of Technology;2004-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved