Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering and Applications》 2011-14
Add to Favorite Get Latest Update

Adaptive genetic algorithm based on co-evolution

LIU Wenyuan,LIU Bin School of Information Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China  
For the problem of local optimum and the performance of stability,an adaptive genetic algorithm based on co-evo- lution is proposed.Adaptive probability of mutation is applied in local evolution and the capability of local search on the top floor is enhanced.On the bottom floor,co-evolution algorithm is used for solving the premature convergence among sub-populations,and adaptive genetic manipulation is used to protect outstanding individuals in sub-populations.The experi- ments demonstrate that this algorithm can increase the convergent speed and it has the ability of searching an optimum solution.
【Fund】: 国家自然科学基金 No.90104035;; 国家火炬计划(国科发计[2008]658号)~~
【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 5 Hits
1 WANG Bennian1,2,CHEN Shifu1,XIE Junyuan1(1.National Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093;2.Department of Computer Science and Technology,Tongling College,Tongling 244000);A Genetic Algorithms Based on Global Coordination and Local Evolution[J];Computer Engineering;2005-19
2 LIU Xi-Chun YU Shou-Yi(School of Information Science and Engineering,Central South University,Changsha 410083);A Genetic Algorithm with Fast Local Adjustment[J];Chinese Journal of Computers;2006-01
3 WANG Xiang-Jun 1) XIANG Dong 1) JIANG Tao 2) LIN Chun-Sheng 2)GONG Shen-Guang 2) FANG Xing 3) 1)(College of Electrical and Information Engineering,Naval University of Engineering, Wuhan 430033) 2)(Department of Weaponry Engineering,Naval University of Engineering, Wuhan 430033) 3)(Naval Representative at No.709 Research Institute, Wuhan 430070);A Novel Bi-Group Evolutionary Programming[J];Chinese Journal of Computers;2006-05
4 MA Junshui, LIU Guizhong and JIA Yulan(Institute for Information & Communication Engineering,Xi'an Jiaotong University. Xi'an, 710049,PRC);The Big Mutation:An Operation to Improve the Performance of Genetic Algorithms[J];CONTROL THEORY & APPLICATIONS;1998-03
5 CAO Xian\|bin,\ LUO Wen\|jian,\ WANG Xu\|fa(Department of Computer Science and Technology, University of Science and Technology of China, Hefei 230026, China);A Co-Evolution Pattern Based on Ecological Population Competition Model[J];Journal of Software;2001-04
Chinese Journal Full-text Database 10 Hits
1 RUAN Huai-zhong1,XU Jing-ming2(1.Anhui Matriculation and Admission Office, Hefei 230022, China;2.Dept of Fundamertal science, Anhui Technical Teachers College,Fengyang 233100, China);Co-operative Co-evolution Based Learning in Multi-Agent System[J];Journal of Anhui Technical Teachers College;2004-01
2 ZHOU Ling-yun1,2,MU Dong1 (1.School of Economics and Management,Beijing Jiaotong University,Beijing 100044,China;2.Transportation Engineering Department,Huaiyin Institute of Technology,Huaian Jiangsu 223001,China);Research on Synergetic Evolution of Regional Logistics System[J];Journal of Beijing Jiaotong University(Social Sciences Edition);2009-02
3 DONG Hong-bin1,2,HUANG Hou-kuan2,DENG Da-yong2,3(1.Department of Computer Science,Harbin Normal University,Harbin 150080,China;2.School of Computer and Information Technology,Beijing Jiaotong University, Beijing 100044,China;3.Zhejiang Normal University,Jinhua Zhejiang 321004,China);Coevolutionary Algorithm Solving Multiobjective Optimization Problems[J];Journal of Beijing Jiaotong University;2007-05
4 FU Guo-qing1,XU Wei-xiang2,LI Xiao-zheng2 (1.School of Information Science and Technology,Hunan Agricultural University,Changsha 410128,China;2.School of Traffic and Transportation,Beijing Jiaotong University,Beijing 100044,China);A Random Exploring Optimization Algorithm:Wang-Yu Algorithm[J];Journal of Beijing Jiaotong University;2007-06
5 Zhang Guangwei Kang Jianchu Li Hesong (School of Computer Science and Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China) Li Deyi (China Electronic System Engineering Company,Beijing 100840,China);Cloud model based algorithm for global optimization of functions[J];Journal of Beijing University of Aeronautics and Astronautics;2007-04
6 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
7 TANG Xian ying, LIU Yang (Changsha Communications University,Changsha 410076,China);Optimum Design of Reinforced Concrete Flexural Member Based on Genetic Algorithm[J];JOURNAL OF CHANGSHA COMMUNICATIONS UNIVERSITY;1999-04
8 YAO Li-xiao,XIN Hua,YU Xiang-yang,NAN Hai-peng (Xi’an University of Technology, Xi’an 710048,China);Parameter Self-modify Fuzzy PID Hydraulic Turbine Governor Based on Cooperative Coevolutionary Algorithm[J];Large Electric Machine and Hydraulic Turbine;2005-04
9 YAO Hong-wei; MEI Xiao-rong; ZHUANG Xian-Yi (Harbin Institute of Technology, Harbin 150001, China);Application of fuzzy neural network to the noise cancellation[J];Electric Machines and Control;1999-01
10 LI Hai-bin (Institute of Electrical Engineering,Yanshan University,Qinhuangdao 066004,China);A genetic algorithm with adaptive local adjustment[J];Electric Machines and Control;2007-02
China Proceedings of conference Full-text Database 2 Hits
1 SANG Yan-chao,PENG Zhi-hong,LI Qian(School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);PSO-GA cooperative optimization algorithm and its application on protein structure prediction[A];[C];2007
2 Qiu Kuan (School of Information Science and Engineering,Yunnan University,Kunming 650091,China);The Application of Hillclimbing Genetic Algorithm in Solving Nonlinear Equations[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 Liu Jianzhuang; Xie Weixin; Huang Jianjun; Li Wenhua(Dept.of Electronics Engineering,Xidian University, Xi’an710071);Clustering Analysis by Genetic Algorithms[J];ACTA ELECTRONICA SINICA;1995-11
2 Wang Bennian 1,2 Gao Yang1 Xie Junyuan1 Chen Shifu1 1(State Key Lab.for Novel Software Technology,Nanjing University,Nanjing Jiangsu 210093,China) 2(Department of Computer Science and Technology,Tongling College,Tongling Anhui 244000,China);AN EVOLUTIONARY GENETIC ALGORITHMS BASED ON ECOLOGICALPOPULATION PREY-COMPETION MODEL[J];Computer Applications and Software;2005-07
3 CAO Xian\|bin,\ LUO Wen\|jian,\ WANG Xu\|fa(Department of Computer Science and Technology, University of Science and Technology of China, Hefei 230026, China);A Co-Evolution Pattern Based on Ecological Population Competition Model[J];Journal of Software;2001-04
4 ZHANG Ke LIU Guizhong (College of Electron and Information Engineering, Xi′an Jiaotong University, 710049);SELECTING CROSSOVER SITE WITH UNEQUAL PROBABILITY IN GENETIC ALGORITHMS[J];INFORMATION AND CONTROL;1997-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved