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《COMPUTER INTEGRATED MANUFACTURING SYSTEMS》 1999-03
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DYNAMIC SCHEDULING KNOWLEDGE ACQUISITION BASED ON GENETIC ALGORITHMS

ZHANG Ji-hui,XU Xin-he (Control & Simulation Center, Northeast University, Shenyang110006, China)  
Dynamic scheduling has been proven to be a difficult problem and would not be solved by general method well. Combination of expert system and simulation is a better solution way to dynamic scheduling, but it is constrained by the absence of expert knowledge. Machine learning is a feasible way to acquire scheduling knowledge. This paper provide a novel machine learning method based on genetic algorithm. Simulation results show its validity.
【Fund】: 国家863/CIMS主题资助
【CateGory Index】: TP18
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【References】
Chinese Journal Full-text Database 6 Hits
1 YAO Jianming, ZHOU GuohuaSchool of Economics and Management, Southwest Jiaotong University, Chengdu 610031, China;Analysis of supply chain optimization planning and scheduling in mass customization[J];Journal of Management Sciences in China;2003-05
2 XU Jun-Gang, DAI Guo-Zhong, and WANG Hong-An (Institute of Software, Chinese Academy of Sciences, Beijing 100080);An Overview of Theories and Methods of Production Scheduling[J];Journal of Computer Research and Development;2004-02
3 Min Tao 1 Mei Yunyi 1 Zou Xuewen 1 Peng Tianfang 21 (Mathematics Department ,Xi'an University of Technology,Xi'an710048) 2 (Mathematics Department ,Northern Jiaotong University,Beijing100044);Research of HSGATS Algorithms to Solve the Scheduling Problem of Flow-shop[J];Computer Engineering and Applications;2004-09
4 Liu Tao,et al.;Optimization of the Production Dispatching Systems for Refining and Petrochemical Enterprises[J];Petroleum Planning & Engineering;2007-06
5 FAN Lu-qiao1 , CHANG Hui-you2 , ZHU Xu-dong3(1. The Software Engineering Dept. of Guangdong Technology Insitute of Science and Technology, Zhuhai 519090 China;2.School of Information Science and Technology, Sun Yaf-sen University, Guanzhou 510275 China;3.Zhangjiang Ocean University, Zhanjiang 524005 China);An Overview of Scheduling Problem[J];Modern Computer;2004-05
6 YAO Jian-ming~1,ZHANG Xiu-min~2,LIU Li-wen~1(1.School of Economics and Management,Tsinghua University,Beijing 100084,China;2.School of Business,East China Normal University,Shanghai 200062,China);Analysis on Pull Supply Chain Dynamic Scheduling Based on Improved Ant Algorithm[J];Chinese Journal of Management Science;2006-03
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Gong Yui Xiong Guangleng(Tsinghua University);Application of Machine Learning in an Intelligent Workshop Scheduling System[J];Control and Decision;1997-03
2 Zhang Xuejiang Zhu Xiangyang, Zhong Binglin, Huang Ren(Nanjing Zhongxingxin Institute of Communications) (Southeast University);Simulated Annealing-Based Approach for Knowledge Acquisition[J];Control and Decision;1997-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Xue-hui,LI Shi-jie,ZHANG Yu-zhi ( School of Mechanical Engineering, Hebei University of Technology, Tianjin 300130, China );The Multi-agent Technology Used in the Shop-Scheduling System[J];Journal of Hebei University of Technology;2005-02
2 XU Jun-Gang, DAI Guo-Zhong, and WANG Hong-An (Institute of Software, Chinese Academy of Sciences, Beijing 100080);An Overview of Theories and Methods of Production Scheduling[J];Journal of Computer Research and Development;2004-02
3 Xie Chengshan 1 Xu Jiren 2 Chen Jiasong 21 (Beijing University of Aeronautics and Astronautics,Beijing100083) 2 (EEI ,Hefei230037);Monitoring Management and Decision-making of Submersed Equipment Based on Neural Networks[J];Computer Engineering and Applications;2004-19
4 XIE Cheng-shan~1, XU Ji-ren~2, CHEN Jia-song~2, WANG Ke-ren~2 (1.Beijing Aviation and Astronautics University,Beijing,100083,China; 2.EEI,Hefei Anhui 230037,China);Monitoring Management and Decision-making of Submersed Equipment Based on Neural Networks[J];Computer Simulation;2004-08
5 LI Wei,HUANG Xi-yue,LIU Xin(Automation College,Chongqing University,Chongqing 400044,China);Approach to Fault Diagnosis Knowledge Acquisition Based on Immune Algorithm[J];Computer Simulation;2006-04
6 WANG Yi-ling, ZHAO Ying-kai(College of Automation, Nanjing University of Technology, Nanjing 210009, China);Knowledge Detecting Method in Intelligent Fault Diagnosis Systems[J];Control Engineering of China;2004-05
7 WANG Ya ying, SHAO Hui he (Department of Automation, Shanghai Jiaotong University, Shanghai 200030, China);Binary Decision System-based Rough Set Approach for Knowledge Acguisition[J];Control and Decision;2001-03
8 Zhang Jihui Wu Qinghong Xu Xinhe Control & Simulation Center, NEU, Shenyang 110006;Knowledge Acquisition Based on Genetic Algorithms and Its Application in Fault Diagnosis[J];Systems Engineering and Electronics;1999-10
9 ;Dynamic Job Shop Scheduling System Based on Multi-Agent[J];Computer Systems & Applications;2009-03
10 PEN Zhi gang\ ZHANG Ji hui\ XU Xin he (Control & Simulation Center, Northeasterh University, Shenyang\ 110006);KNOWLEGE ACQUISITION BASED ON GENETIC ALGORITHMS AND ITS APPLICATION TO FAULT DIAGNOSIS[J];INFORMATION AND CONTROL;1999-05
China Proceedings of conference Full-text Database 1 Hits
1 WANG Hang,YU Xin-jie(Department of Electrical Engineering,Tsinghua University,Beijing 100084);A Novel Method about the Application of Genetic Algorithms in Fault Diagnosis[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Jun-guo, MIN Song, ZHAO Jin, WAN Shu-yun (Dept. of Control Science & Engineering, Huazhong University of Science & Technology, Wuhan 430074, China);The Method of Fault Diagnosis Based on Fuzzy Petri Nets[J];Ordnace Industry Automation;2002-06
2 DENG Zhihong TANG Shiwei ZHANG Ming YANG Dongqing CHEN Jie (Department of Computer Science and Technology,National Laboratory on Machine Perception,Peking University,Beijing,100871);Overview of Ontology[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2002-05
3 Lin Jian (Beijing University of Aeronautics and Astronautics,School of Management);THREE PHASE APPROACH AHD ACTIVITY CYCLE DIAGRAMS[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1995-03
4 Dong Xuanming\ Qiu Lihua\ Wang Zhanlin (Beijing University of Aeronautics and Astronautics,Dept.of Automatic Control);ON LINE CONDITION MONITORING AND FAULT DIAGNOSIS FOR HYDRAULIC PUMP BASED ON BP ALGORITHM[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-03
5 Du Zhigang\ \ Sheng Yixing (Beijing University of Aeronautics and Astronautics,Dept.of System Engineering of Engineering Technology);MAINTENANCE SUPPORT SYSTEM SIMULATION IN OPERATION OF CIVIL AIRPLANE[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-04
6 Zhou Hong Cai Miaofeng\ Feng Yuncheng (Beijing University of Aeronautics and Astronautics,School of Management);KIND OF GENETIC ALGORITHM FOR SOLVING FlOW SHOP SEQUENCING PROBLEMS[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-04
7 CUI Jianshuang, LI Tieke, ZHANG Wenxin Management School, University of Science and Technology Beijing, Beijing 100083, China;Hybrid flowshop scheduling model and its genetic algorithm[J];Journal of University of Science and Technology Beijing;2005-05
8 He Chenghong;Wang Guilan;He Yuxin;Zhou Renyi(Department of Metal Forming,USTB,Beijing 100083,PRC)(Baoshan Iron and Steel Company,Shanghai 201900,PRC);Application of Artificial Simulation on Optimizing for Production Plan[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1996-04
9 Bi Shihua (School of Mechano Electronics Engineering, Beijing Institute of Technology, Beijing100081) Li Jihong (No.1 Research Institute, Second Artillery, Beijing100085);A Fuzzy Expert System for Diagnosing Faults in the Test Firing Control Systems of Missiles[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1999-S1
10 Cao Yuanda Jiang Nutao (Department of Computer Science and Engineering,Beijing Institute of Technology,Beijing 100081);Design and Implementation of a Distributed Cooperative Expert Systems Tool[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1998-06
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHENG Zhenmin1) LI Hongxing2)(1)Business College of Beijing Union University,100025,Beijing,China;2)School of Electronic and Information Engineering,Dalian University of Technology,116024,Dalian,China);AN OPTIMAL ALGORITHM FOR IDENTICAL MACHINE SCHEDULING PROBLEM WITH PREEMPTION[J];Journal of Beijing Normal University(Natural Science);2008-05
2 CHENG Zhenmin1) ZHANG Xijuan1) LI Hongxing2)( 1) Business College of Beijing Union University,100025,Beijing,China;2)School of Electronic and Information Engineering,Dalian University of Technology,116024,Dalian,China);AN APPROXIMATION ALGORITHM FOR PARALLEL MACHINE SCHEDULING PROBLEM[J];Journal of Beijing Normal University(Natural Science);2009-04
3 LIU Sheng-hui,ZHNAG Shu-li,WANG Bo,TENG Chun-xian(Software Department,Harbin University of Science and Technology,Harbin 150080,China);Improved virus evolutionary genetic algorithm for job-shop scheduling problem[J];Electric Machines and Control;2008-02
4 CHEN Wei-da, LI Jian;Research of production schedule based on supply chain[J];Journal of Southeast University Philosophy and Social Science Edition;2005-02
5 ZHENG Zhong~a,ZHU Dao-fei~a,GAO Xiao-qiang~b (a.College of Material Science and Engineering;b.College of Economics and Business Administration,Chongqing University,Chongqing 400030,P.R.China);An approach of production scheduling and replanning in a steelmaking-continuous casting plant[J];Journal of Chongqing University;2008-07
6 ;Production Arrangement in Discrete Manufacturing Enterprises and Its Application[J];Construction Machinery and Equipment;2006-04
7 YAO Jian-ming~1,PU Yun~2 (1. School of Economics and Management, Southwest Jiaotong University, Chengdu 610031, China; 2. Graduate School,Southwest Jiaotong University,Chengdu 610031,China);Scheduling Optimization of Supply Chain in Mass Customization Based on Dynamic Production Ability Restriction[J];Systems Engineering;2005-02
8 YAO Jian-ming,PU Yun(School of Economics and Management,Southwest Jiaotong University,Chengdu 610031,China);A Supply Chain Scheduling Optimization Model in Mass Customization[J];Systems Engineering;2005-08
9 YAO Jian-ming,LIU Li-wen(School of Economics and Management,Tsinghua University,Beijing 100084,China);A Decision Analysis on Supply Chain Resource Integration in 4PL Mode[J];Systems Engineering;2007-04
10 YAO Jian-ming1,ZHANG Xiu-min2,LIU Li-wen1(1.School of Economics and Management,Tsinghua University,Beijing 100084,China; 2.School of Business,East China Normal University,Shanghai 200062,China);Study on Planning and Scheduling Operation Functional Module of MC Oriented to Supply Chain[J];Industrial Engineering Journal;2007-01
China Proceedings of conference Full-text Database 2 Hits
1 GAO Hai-Chang, FENG Bo-qin, HOU Yun (School of Electronics and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China.;Overview of the Automated Software Test-data Generation[A];[C];2006
2 HAO Ping,MO Fengyong,XU Xinli College of Information Engineering,Zhejiang University of Technology,Hangzhou 310014;A Dyeing Workshop Hierarchical Scheduling Strategy Based On Genetic Algorithm and Multi-Agent System[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Gao Hong; Xiong Guangleng(Tsinghua University);Application of Decision Rules in Simulation Scheduling[J];CONTROL AND DECISION;1995-02
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