Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Beijing Jiaotong University》 2007-05
Add to Favorite Get Latest Update

Coevolutionary Algorithm Solving Multiobjective Optimization Problems

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)  
This paper presents a new evolutionary algorithm approach to multiobjective optimization problems—A Coevolutionary Algorithm to Solve the Multiobjective Optimization Problems(MOCEP).Through the evolutionary game,populations try to optimize their own objective function and all individuals of the population are regenerated after populations have been rewarded.Based on the performance of mutation strategies mixed strategy distribution is dynamically adjusted.The new approach is compared with other evolutionary optimization techniques in several benchmark functions.The benchmark problems numerical experiment results demonstrate that the proposed method can rapidly converge to the Pareto optimal front and spread widely along the front.
【Fund】: 国家自然科学基金资助项目(6044300340771154);; 黑龙江自然科学基金资助项目(F200605)
【CateGory Index】: TP301.6
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 WANG Jia-quan,ZHONG Jin(Hefei University of Technology,Hefei 230009,China);Analysis of the evolutionary game calculation for the problem of water pollution proliferation based on the mechanism of protein secretion[J];Journal of Hydraulic Engineering;2010-03
【Citations】
Chinese Journal Full-text Database 1 Hits
1 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
【Co-citations】
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 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
4 LI Bi,YONG Zheng-zheng(Information Engineering Faculty of Shenzhen University, Shenzhen, Guangdong 518060, China);A High-Efficient Parallel Genetic Algorithm Based on Multi-Level Competition[J];Acta Electronica Sinica;2002-S1
5 ZHANG Xu-tao1,2,ZHANG Yong1,HUANG Hong-ping3(1.School of Information Engineering,China University of Mining and Technology,Xuzhou 221000,China2.Department of Electrical Engineering,Xuzhou Mechanical and ElectricalEngineering High School,Xuzhou 221011,China,3.Community Service Group,Jiangsu Normal University,Xuzhou 221000,China);A Kind of Adaptive Niche Genetic Algorithm for Intelligent Test Generation[J];Computer Development & Applications;2012-12
6 ZHANG Shi-wen;LI Zhi-yong;LIN Ya-ping;School of Information Science and Engineering,Hunan University;;A Multi-Objective Memetic Optimization Algorithm Based on Ecological Population Preying-Competition Model[J];Acta Electronica Sinica;2015-08
7 XIE Jian-bao,XIN Hua(Xi'an Electric Power College,Xi'an 710032,China);Fuzzy self-modify PID hydraulic turbine governor based on cooperative coevolutionary genetic algorithm[J];Journal of North China Electric Power University(Natural Science Edition);2007-01
8 WANG Zi-long,TAN Qing-mei,XU Xiao-di (Institute of Regional Economy,Nanjing University of Aeronautics & Astronautics,Nanjing,Jiangsu 210016,China);The Symbiotic Model of Regional Enterprise Cluster and Its Evolution Mechanism[J];Journal of Nanjing University of Aeronautics & Astronautics(Social Sciences);2006-01
9 Dong Hongbin1,2,Huang Houkuan2,Yin Guisheng1,and He Jun2 1(National Science Park,Harbin Engineering University,Harbin 150001)2(School of Computer and Information Technology,Beijing Jiaotong University,Beijing 100044);An Overview of the Research on Coevolutionary Algorithms[J];Journal of Computer Research and Development;2008-03
10 Zou Lishan Zheng Jinhua(Institute of Information Engineering,Xiangtan University,Xiangtan,Hunan411105);The Cooperative Co-evolutionary Algorithm for the Data Clustering[J];Computer Engineering and Applications;2004-18
China Proceedings of conference Full-text Database 1 Hits
1 Peng Zhang·Hong Liu·Yanhui Ding;Dynamic Bee Colony Algorithm Based on Multi-species Coevolution[A];[C];2013
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Min(College of Automation,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);Simulation study on empty car scheduling with moving direction in railway transportation based on genetic algorithm[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science);2007-05
2 Tang Daiyan (Transportation Management Department);Deteminatibn of the empty wagon deployment scheme-An application of Hungary Method[J];;1991-04
3 SHI Ting-na,WANG Xiang-chao,XIA Chang-liang(College of Electrical Engineering and Automation,Tianjin University,Tianjin 300072,China);Control of PMSM based on RBF neural network without position sensor[J];Advanced Technology of Electrical Engineering and Energy;2007-02
4 Chen Xiyou Chen Xueyun(Harbin Institute of Technology 150001 China);The Equivalent Circuit and its Applications for Generalized Matrix Converter[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1999-05
5 Shi Tingna Tian Yang Xia Changliang (Tianjin University Tianjin 300072 China);Direct Control of Voltage Based on Adaptive Wavelet Neural Network for PM Brushless DC Motors[J];Transactions of China Electrotechnical Society;2007-09
6 Qi Fang Deng Zhiquan Qiu Zhijian Wang Xiaolin (Nanjing University of Aeronautics and Astronautics Nanjing 210016 China);A Method of Sensorless Vector Control for PMSM[J];Transactions of China Electrotechnical Society;2007-10
7 SUN Yaˉling,QI Shiˉfa,LI Chongˉbin (Harbin Electric Machinery Company Limited,Harbin150040,China);Study and Application on Insulation System of AC Variable Frequency Speed-control Synchronous Motor[J];Large Electric Machine and Hydraulic Turbine;2003-01
8 QIU Lin,LIU Changhong,YAO Ruoping(Shanghai Jiaotong University,Shanghai 200030,China);Optimization Design of Linear Synchronous Motor Based on Genetic Algorithms[J];Large Electric Machine and Hydraulic Turbine;2003-02
9 WANG Xiu -he; JIA bang - xin; ZHANG Ti -juan;WANG Yi-yong; QIN Hong(Shandong University of Technology, Jinan 250061,China, Zhejiang University, Hangzhou 310027, China;Boshan Electrical Machinery Factory, Shandong 250000, China);The application of improved domain elimination algorithm to the design optimization of electrical machines[J];ELECTRIC MACHINES AND CONTROL;1999-02
10 XU Yan-ping,ZHONG Yan-ru,YANG Hui(Xi'an University of Technology,Xi'an 710048,China);Research on Vector Control and Direct Torque Control for Permanent Magnet Synchronous Motors[J];Power Electronics;2008-01
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 QIAO Ruijun1,ZHU Xiaoning1,ZHANG Tianwei1,2,YAN Wei1(1.School of Traffic and Transportation,Beijing Jiaotong University,Beijing 100044,China;2.School of Traffic Engineering,Shijiazhuang Tiedao University,Hebei Shijiazhuang 050043,China);Multi-objective optimization model of station arrival and departure tracks utilization for passenger dedicated lines[J];Journal of Beijing Jiaotong University;2012-03
2 YE Hui-hua;YANG Long;GAO Bin;ZHEN Hong-dian;ZHAO Xu;School of Energy and Safety Engineering,Tianjin Chengjian University;Electromechanical studio,Beijing Honest Architectural Design Co. Ltd.;;Supply Simulation Experimental Research Based on Integration of Off-grid Wind Power and Grid Power[J];Journal of Tianjin Chengjian University;2014-01
3 ZHONG Jin1 Yao Qin-f2 ZHANG Mei2 1,Department of Computer Science and Technology,Hefei Normal University,Hefei 230601,China 2,ShuchengTobacco Monopoly Bureau,Shu Cheng 231300,China;Explore to monopoly-marketing linkage network architecture integrated model of tobacco enterprise collaborative management platform[J];China Science and Technology Information;2012-10
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved