Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Integrated Manufacturing Systems》 2006-10
Add to Favorite Get Latest Update

Job-shop scheduling strategy under uncertain information environment

ZHU Hai-ping,SHAO Xin-yu,ZHANG Guo-jun(Dep.of Industrial & Manu.System Eng.,Sch.of Mech.Sci.& Eng.,Huazhong Univ.of S&T,Wuhan 430074,China)  
To make the correct executive decision under uncertain job-shop information environment,a stochastic programming model supporting multi objective and multi priority for job-shop scheduling was proposed and a hybrid intelligent algorithm consisting of three steps was designed to solve this problem.Firstly,some approximate data samples were obtained by stochastic simulation.Secondly,a neural network model was constructed to approach the uncertain function of objectives and constraints.Then the genetic algorithm was used to search for the optimal solution.Finally,a case study of a scheduling problem in a job-shop for die manufacturing in a motor company was used to illustrate the feasibility and practicability of this model and algorithm.
【Fund】: 国家973计划资助项目(2005CB724100)~~
【CateGory Index】: TP278
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 Han Pei-dong,Wu Bao-zhong,Li Guo-xi,Gong Jing-zhong(School of Mechatronics Engineering & Automation,National University of Defense Technology,Changsha 410073,CHN);Particle swarm optimization for flexible job shop scheduling problem[J];Modern Manufacturing Engineering;2007-08
【Citations】
Chinese Journal Full-text Database 2 Hits
1 XU Zhen-hao, GU Xing-sheng(Inst. of Automation, East China Univ. of S & T, Shanghai 200237, China);Immune scheduling algorithm for flow shop under uncertainty with zero wait[J];Computer Integrated Manufacturing Systems;2004-10
2 Rao Yunqing Xie Chang Li Shuxia Huazhong University of Science and Technology,Wuhan,430074;Research on Multi-Agent-Based Scheduling Approach for Job Shop Scheduling[J];China Mechanical Engineering;2004-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HAN Shi-fen (Department of Computer Science, University of Ezhou, Ezhou, Hubei 436000);Application of Fuzzy Adaptive Genetic Algorithm in Reactive Power Compensation Optimization of Countryside Power Station[J];Journal of Anhui Agricultural Sciences;2008-08
2 ZHANG Lin-jia,LIU Chen-qi(Department of Computer,Anshan Normal University,Anshan Liaoning 114007,China);Research and Application of Pareto Genetic Algorithm for Multi-objective Optimization[J];Journal of Anshan Normal University;2008-04
3 WEI Jian-jun1,KONG Yong-jian2,GUAN Yan-bin1 (1.Heilongjiang Institute of Engineering,Heilongjiang 150050,China;2.School of Civil Engineering and Architecture,Beijing Jiaotong University, Beijing 100044,China);Multiobjective Optimization in Pavement Maintenance and Rehabilitation Programming[J];Journal of Beijing Jiaotong University;2007-01
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 ZONG Shi-zeng,QIAN Lin-fang,XU Ya-dong (School of Mechanical Engineering,Nanjing University of Science and Technology, Nanjing 210094,Jiangsu,China);Dynamic Coupling Analysis and Optimization of Gun Recoil Mechanism[J];Acta Armamentarii;2007-03
6 ZHANG Li1,ZHANG An1,SHEN Jian-dong2,TANG Zhi-li1 (1.School of Electronic and Information,Northwestern Polytechnical University, Xi'an 710072,Shaanxi,China;2.Department of Information and Control,Xi'an Institute of Posts and Telecommunications,Xi'an 710061,Shaanxi,China);Study on Decision-making in Air Formation to Ground Attack-Defence Campaign Under Stochastic Condition[J];Acta Armamentarii;2007-10
7 Li Changlong Cheng Peng(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Chen Xiaobo Chai Xudong(Beijing Simulation Center,Beijing 100854,China);Parallel multi-objective genetic algorithm by adding area penalty[J];Journal of Beijing University of Aeronautics and Astronautics;2005-11
8 HOU Fu-jun,WU Qi-zong(School of Management and Economics,Beijing Institute of Technology,Beijing 100081,China);Method for Solving Single Machine Scheduling Problems with Fuzzy Parameters Using Genetic Algorithm[J];Transactions of Beijing Institute of Technology;2006-03
9 WANG Li~1,LIU Yu-shu~1,XU Yuan-qing~2(1.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.School of Chemical Engineering and Environment,Beijing Institute of Technology,Beijing 100081,China);Online Elite Archiving in Multi-Objective Particle Swarm Optimization[J];Transactions of Beijing Institute of Technology;2006-10
10 WANG Yue, FENG Shun-shan(State Key Laboratory of Explosion Science and Technology, Beijing Institute of Technology, Beijing 100081, China);Path Planning for the Loitering Detection of Aircraft[J];Transactions of Beijing Institute of Technology;2007-03
China Proceedings of conference Full-text Database 10 Hits
1 HUANG Chang-sheng~1 SONG Jie-kun~1 ZHANG Yu~2 1 School of Economics and Management,University of Petroleum,Shandong 257061,China 2 Financial Assets Center of Dongxin Unit of Shengli Oilfield,Shandong 257091,China;A fuzzy chance-constrained programming model of measures for increasing output of oilfield[A];[C];2008
2 Zhang Qi-yi~1 Chang Shu-chun~1 Zhang Yong-li~2 1 Automobile management Institute of PLA,Bengbu,Anhui,233011 2 Engineering Institute of Engineering Corps,PLA Univ.of Science and Technology,Nanjing 210007,China;Application of improved genetic algorithm to road transportation equipment's rush-repair in battlefield[A];[C];2008
3 Zhang Qi-yi Tang Xiao-ping Li Zhen-dong Automobile Management Institute of PLA,Bengbu,233011,China;Research on military logistics transportation guarantee of combined service force for theater of operations based on improved genetic algorithm[A];[C];2008
4 Jin PENG Institute of Uncertain Systems, Huanggang Normal University, Hubei 438000, China;Fuzzy Ranking and Their Relationships Based on Credibility Theory[A];[C];2006
5 Yunzhi Mu Gengui Zhou Zhejiang University of Technology,College of Business Administration;A Two-Stage Genetic Algorithm for Solving the Degree-Constrained Minimum Spanning Tree Problem[A];[C];2007
6 Pei Zhen-kui~1 Liu Jian~2 Hua Xia China University of Petroleum 257061;Hybrid Particle Swarm Algorithm for Solving Stochastic Vehicle Routing Problems[A];[C];2008
7 Wang Shang-bin Zhao Jun-wei (College of Marine Engineering,Northwestern Polytechnical University,Xi'an,710072,China);Optimization of Distributed Bayesian Fusion System Based on Genetic Algorithm[A];[C];2005
8 Qu jian, Huang H Z School of Mechanical Engineering of DUT, Dalian 116024;A genetic algorithm in multi-objective optimization for optimal redundancy allocation of system reliability[A];[C];2005
9 CAO An-xi~1, CUI Wei-cheng~2 (1. School of Naval Architectural and Ocean Eng., Shanghai Jiao Tong Univ., Shanghai 200030, China; 2. China Ship Scientific Research Center, Wuxi 214082, China);Response surface and genetic algorithm based optimal design of the pressure spherical hull in deep manned submersible[A];[C];2005
10 TAN Man-yi~(1,2) TANG Xiao-wo~1 (1.School of Management,University of Electronic Science and Technology of China,Chengdu 610054,China2.Mathematics College,Sichuan University,Chengdu 610064,China);The Research of Safety Stock under Fuzzy Environment[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Guo-xin,NING Ru-xin,WANG Ai-min,TANG Cheng-tong,WU Zhi-jun(School of Mechanical and Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China);Combination Decision Problem of Scheduling Rules Based on Simulation[J];Transactions of Beijing Institute of Technology;2006-07
2 Chen Ping Guo Jinfeng (School of Telecommunication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876);Analysis on Hopfield Neural Networks Solution to TSP[J];JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS;1999-02
3 JU Jin-biao,LV Yong-chao(The 38th Research Institute of CETC,Hefei 230031,China);Flux Adjusting of Thermal Fluid Network[J];Electro-Mechanical Engineering;2007-04
4 LIU Hong-yan,LU Hong,WANG Rui-zhi (Department of graduate student,Anshan University of Science and Technology,Anshan 114002,China);Partition algorithm for key-machine dispatch in job-shop[J];Journal of Liaoning Technical University;2003-03
5 HE Zhen, ZHU Li-ren, CAO Jie, YU Jie-tao (School of management, Tianjin University, Tianjin 300072, China);Scheduling Methods for Parallel Processing[J];Industrial Engineering Journal;2005-02
6 YE Tao-feng, HAN Wen-min (School of Economics & Management, East China Ship-Building Institute, Zhenjiang 212003, China);A Method on Determining Bottleneck in Make-to-Order Production[J];Industrial Engineering and Management;2003-06
7 WANG Xiuli,WU Tihua(Department of Automation,Shanghai Jiaotong University,Shanghai 200030,China);Production Scheduling with Job Grouping:A Review[J];Control and Instruments In Chemical Industry;2002-06
8 XIE Zhi- qiang, LI Shu-sheng, LIU Sheng- hui(1.Computer & Control college, Harbin Univ. Sci. Tech., Harbin 150080, China;2.Harbin Insulatiro material factory, Harbin 150040, China);A Scheduling Algorithm Based on Key Equipment Compact Procedures[J];Journal of Harbin University of Science and Technology;2003-01
9 XIE Zhi-qiang, ZHENG Qiao, LIU Sheng-hui (Computer & Control College, Harbin Univ. Sci. Tech., Harbin 150080, China; Harbin Professional and Technical College, Harbin 150000, China);A Dynamic Scheduling Algorithm Based on Key Equipment's Compact Procedures[J];Journal of Harbin University of Science and Technology;2003-02
10 DU Fuyin~1,XU Yang~1,LU Mingli~2,CHENG Linzhang~3(1.The Intelligence Control Development Center of Southwest Jiaotong University,Chengdu Sichuan 610031,China;2.Jiangsu Tianming Machine CO.,LTD.,Lianyungang Jiangsu 222043,China;3.School of Mechanical Engineering,Shijiazhuang Railway Institute,Shijiazhuang Hebei 050043,China);An Optimization for Job-shop Scheduling Problem Based on Hopfield Neural Network[J];Machine Tool & Hydraulics;2006-11
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 HE Ying,CAI Hong-ming(School of software,Shanghai Jiaotong University,Shanghai 200240,China);Research on Multi-objective Flexible Scheduling of Workshop Based on the Demand Priority[J];Microcomputer Applications;2009-07
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Weida Da Qingli (College of Economics and Management, Southeast University, Nanjing 210018);A Multi Machine Job Shop Scheduling for Minimizing the Earliness and Tardiness Penalties[J];Journal of Southeast University;1997-03
2 LI Nan, ZHU Ming guang (College of Ecnomics and Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Job-Shop Scheduling for Bi-objective with Genetic Algorithms[J];Industrial Engineering Journal;2002-01
3 GU Xing sheng (Research Institute of Automation ECUST, Shanghai 200237, China)$$$$;A Survey of Production Scheduling under Uncertainty[J];Journal of East China University of Science and Technology;2000-05
4 LIU Qi, GU Xing sheng * (Research Institute of Automation ECUST, Shanghai 200237, China)$$$$;A Kind of Job Shop Schedule Problems with Uncertain Processing Time[J];Journal of East China University of Science and Technology;2001-05
5 Peng Guan Chen Tongjian Ouyang Huifang (Department of Mechatronic Engineering, South China Univ. of Tech.);DECISION MAKING FOR FMS DYNAMIC SCHEDULING BASED ON NEURAL NETWORKS[J];JOURNAL OF SOUTH CHINA UNIVERSITY OF TECHNOLOGY(NATURAL SCIENCE);1998-06
6 Huang Biqing Liu Wenhuang ( Dept. of Automation, Tsinghua University, Beijing, 100084);DECOMPOSING THE SCHEDULING PROBLEM WITH GROUP TECHNIQUE[J];COMPUTER INTEGRATED MANUFACTURING SYSTEMS;1997-04
7 He Ting (AMTC of Harbin Institute of Technology) Liu Fei (Xuzhou Combustion Control Institute) Ma Yulin; Yang Hai (Harbin Institute of Technology);STUDY ON SHOP-FLOOR SCHEDULING[J];CHINESE JOURNAL OF MECHANICAL ENGINEERING;2000-05
8 Zhu Jianying (Nanjing University of Aeronautics and Astronautics);NEW DEVELOPMENTS ON SYSTEM MODELS,MODELING METHODS AND KEY TECHNOLOGIES FOR MODERN MANUFACTURING[J];CHINESE JOURNAL OF MECHANICAL ENGINEERING;2000-08
9 GU Qingming and SONG Wenzhong(Institute of Automation, Southeast University Nanjing, 210096 , PRC);A Flexible Scheduling Method Based on Group Technology[J];CONTROL THEORY & APPLICATIONS;1998-06
10 Wang Chengyao, Wang Dingwei (Northeastern University);Single Machine Ready Time Scheduling with Fuzzy Processing Time[J];CONTROL AND DECISION;2000-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved