Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of System Simulation》 2008-14
Add to Favorite Get Latest Update

Research on Flexible Job Shop Dynamic Scheduling Problem

WU Xiu-li (Department of Logistics Engineering, School of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China)  
A multi-objective immune genetic algorithm (MOIGA) based dynamic scheduling optimization algorithm was proposed to solve the flexible job shop dynamic scheduling problem. The problem was defined in which deviation degree criterion was proposed with the delivery date criterion to reflect the difference between the pre-scheduling and the rescheduling. A MOIGA-based interactive optimization model integrating periodic and event-driven dynamic scheduling strategy was proposed. An operation-extended based encoding way was put forward and a bidirectional scheduling algorithm aiming at the earliness/tardiness (E/T) criteria optimized was proposed in the decoding step. The factors related with MOIGA's time complexity was discussed. A simulation example result shows that the optimization model can solve the problem effectively and efficiently.
【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 2 Hits
1 YIN Chao,YIN Sheng,LIU Fei(The State Key Lab of Mechanical Transmission,Chongqing University,Chongqing 400030,China);Integrated production operation management system for assembly workshop of automotive air-conditioning[J];Computer Integrated Manufacturing Systems;2009-03
2 HUANG Yu-tian,YU Cai-yan,DUAN Fu(School of Computers and Software,Taiyuan University of Technology,Taiyuan 030024,China);A Survey of the Methods for the Immune Algorithm to Solve the Job Shop Scheduling Problem[J];Computer Engineering & Science;2010-06
Chinese Journal Full-text Database 4 Hits
1 LIU Yi,MA Hui-min,YE Chun-ming(College of Management,University of Shanghai for Science and Technology,Shanghai 20093,China);Immune genetic algorithm applied to flexible job shop scheduling[J];Journal of University of Shanghai For Science and Technology;2005-05
2 MO Hongwei,JIN Hongzhang(Automation College Harbin Engineering University,Harbin 150001,China);The Principle and Application of Immune Algorithm[J];Aeronautical Computer Technique;2002-04
3 GE Hong (Dept. of Computer Science , South China Normal University, Guangzhou 510631, China);Comparison of immune algorithm with genetic algorithm[J];Journal of Jinan University(Natural Science & Medicine Edition);2003-01
4 HUANG Xi yue 1\ ZHANG Zhu hong 1,2 (1. College of Automation, Chongqing University, Chongqing 400044;\ 2. Dept. of Mathematics, Guizhou University, Guizhou 550025, e mail: zhangzhuhong@263.cn);MULTIOBJECTIVE OPTIMIZATION IMMUNE ALGORITHM BASED ON IMMUNE RESPONSE PRINCIPLE AND ITS APPLICATION[J];Information and Control;2003-03
Chinese Journal Full-text Database 10 Hits
1 CHEN Hao, CHEN Tie-ying (Dept. of Automatic Control, Huazhong University of Science and Technology, Wuhan 430074, China);Solving Scheduling Problem of Flexible Job in Shop by Genetic Algorithm[J];Ordnance Industry Automation;2004-04
2 LU Hao,WU Huan qun,LUO Yi (Changsha Comm.Univ.,Changsha 410076,China);A Time-cost Optimization Modeling and Program[J];Journal of Changsha Communications University;2001-02
3 LIU Xiao-xia~1 XIE Li-yang~1 TAO Ze~2 HAO Chang-zhong~2 (1.School of Mechanical Engineering & Automation,Northeastern University,Shenyang 110004,China; 2.School of Mechanical Engineering,Shenyang Ligong University,Shenyang 110168,China.;Research on Multi-objective Scheduling Optimization for Flexible Job Shop[J];Journal of Northeastern University(Natural Science);2008-03
4 MA Jia,GAO Li-qun,SHI Gang,LI Dan (School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Immune Genetic Algorithm the Flexible Job-Shop Scheduling Problem[J];Journal of Northeastern University(Natural Science);2008-07
5 Li Shengqing 1,2 Zhu Yinghao 1 Zhou Youqing 1 Peng Yulou 1 (1 Hu'nan University Changsha 410082 China 2 Zhuzhou Institute of Technology Zhuzhou 412008 China);Optimal Design of Passive Power Filters Based on Interaction Multi-modal Genetic Algorithm[J];Transactions of China Electrotechnical Society;2003-06
6 SONG Yi ( Electric Information Engineering College Beijing Aviation & Aerospace University, Beijing 100083, China );Informationalization in Future Industry Manufacture[J];;2003-06
7 GAO Hai-bing,GAO Liang,ZHOU Chi,YU Dao-yuan (Inst of Automation,Dept.of Industrial Engineering,Huazhong Univ of Sci & Tech,Wuhan,Hubei 430074,China);Particle Swarm Optimization Based Algorithm for Neural Network Learning[J];Acta Electronica Sinica;2004-09
8 YANG Zhi-yong (School of Electronic and Information, Ezhou University, Ezhou, Hubei 436000, China);The algorithm of immunity grain subgroup of the workshop work dispatch question[J];Journal of Ezhou University;2006-03
9 QI Xin an(Anhui Directly under University for Staff and Workers,Hefei 230001);Study on Existence of Noninferior Solution for Multiobjective Optimization Problem[J];Journal of Huaibei Industry Teachers College (Natural Sciences Edition);2001-04
10 Li Gaoyang,Wu Yuhua,Liu Mingguang(School of management,Tianjin University,Tianjin 300072,China);Network Planning Multi-objective Optimization Based on Differential Evolution[J];Engineering Science;2006-06
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 HE Ke,CHEN Xiao-hui(The State Key Lab of Mechanical Transmission,Chongqing University,Chongqing 400030,China);Study on workshop production management in small and medium-sized electronics enterprise based on Kanban management[J];Machinery;2010-07
2 SONG Jianjun YAN Xianguo (University of Science and Technology Taiyuan ,Taiyuan 030024 ,China);Research on Production Scheduling for Modern Enterprise based on Heuristics[J];Shanxi Metallurgy;2009-06
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 WANG Lei,PAN Jin,JIAO Li-cheng (Key Lab for Radar Signal Processing,Xidian Univ.,Xi′an 710071,China);The Immune Algorithm[J];ACTA ELECTRONICA SINICA;2000-07
2 Liu Kesheng, Cao Xianbin, Zhen Haorang, Wang Xufa (Department of Computer Science and Technology, University of Science and Techsnology of China, Hefei 230026);Solving TSP Based on Immune Algorithm[J];COMPUTER ENGINEERING;2000-01
3 XIAO Ren-Bin WANG Lei(CAD Center, Huazhong University of Science & Technology, Wuhan 430074);Artificial Immune System: Principle, Models, Analysis and Perspectives[J];Chinese Journal of Computers;2002-12
4 LUO Fei, HE Ming-yi(Electronic and Information School,Northwestern Polytechnical University,Xi'an Shaanxi 710072,China);Multilayer feed-forward neural networks based on immune genetic algorithm[J];Computer Applications;2005-07
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved