A simulation-based scheduling system for real-time optimization and decision making support*

Robotics and Computer-Integrated Manufacturing

Volumn 27, Issue 4, 2011, Pages 696-705

  Frantzén, Marcus ^a   Ng, Amos H C ^a   Moore, Philip ^b  

^a UNIVERSITY OF SKÖVDE   (Sweden)

^b DE MONTFORT UNIVERSITY   (United Kingdom)

Author keywords

Scheduling; Scheduling system; Simulation; Simulation based optimization

Indexed keywords

AUTOMOTIVE MANUFACTURERS; COMPLEX MACHINING; DECISION MAKING SUPPORT; FEASIBLE SCHEDULE; PERFORMANCE MEASURE; PRODUCTION LINE; REAL TIME; REAL TIME SCHEDULING; REAL-TIME DATA; REAL-TIME DECISION MAKING; REAL-TIME OPTIMIZATION; REAL-TIME RESCHEDULING; SCHEDULING SYSTEM; SCHEDULING SYSTEMS; SHOP FLOOR; SIMULATION; SIMULATION-BASED; SIMULATION-BASED OPTIMIZATION; SIMULATION-BASED OPTIMIZATIONS; SYSTEM UNCERTAINTIES;

DATABASE SYSTEMS; DECISION MAKING; FLOORS; INDUSTRIAL APPLICATIONS; MICROPROCESSOR CHIPS; OPTIMIZATION; PERSONAL DIGITAL ASSISTANTS; PRODUCTION CONTROL; SCHEDULING; USER INTERFACES; VISUALIZATION;

DISPLAY DEVICES;

EID: 79955656034     PISSN: 07365845     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rcim.2010.12.006     Document Type: Conference Paper

References (21)

1. R.W. Conway, W.L. Maxwell, and L.W. Miller Theory of scheduling 1967 Addison Wesley, Reading MA
2. M. Pinedo Scheduling: theory, algorithms, and systems 3rd Ed. 2008 Prentice Hall New York, NY
3. J.N.D. Gupta, and E.F. Stafford Jr Flowshop scheduling research after five decades European Journal of Operational Research 169 2006 699 711 (Pubitemid 41492009)
4. I. Ribas, R. Leisten, and J.M. Framiñan Review and classification of hybrid flow shop scheduling problems from a production system and a solutions procedure perspective Journal of Computers & Operations Research 37 2010 1439 1454
5. A.S. Kiran Simulation and scheduling J. Banks, Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice 1998 John Wiley and Sons, Inc New York 677 717
6. S. Panwalkar, and I. Wafik A survey of scheduling rule Operations Research 25 1 1977 45 61
7. O. Holtaus Design of efficient job shop scheduling rules Computers and Industrial Engineering 33 12 1997 249 252
8. S.S. Sankar, S.G. Ponnanbalam, and C. Rajendram A multiobjective genetic algorithm for scheduling a flexible manufacturing system International Journal in Advanced Manufacturing Technologies 22 2003 229 236
9. I. Kim, J. Watada, and T. Shigaki A comparison of dispatching rules and genetic algorithms for job shop schedules of standard hydraulic cylinders Soft Computing 12 2007 121 128 (Pubitemid 47412743)
10. I.T. Tanev, T. Uozumi, and Y. Morotome Hybrid evolutionary algorithm-based real-world flexible job shop scheduling problem: application service provider approach Applied Soft Computing 5 2004 87 100
11. J.C. Tay, and N.B. HO Evolving dispatching rules using genetic programming for solving multi-objective flexible job-shop problems Computers and Industrial Engineering 54 2008 453 473 (Pubitemid 351199798)
12. Andersson M, Ng AHC, Grimm H. Simulation optimization for industrial scheduling using hybrid genetic representation. In: Proceedings of 2008 winter simulation conference; 2008. p.200411.
13. K.N. McKay, and V.C.S. Wiers Unifying the theory and practice of production scheduling Journal of Manufacturing Systems 18 4 1999 241 255
14. H. Aytug, M.A. Lawley, K. McKay, S. Mohan, and R. Uzsoy Executing production schedules in the face of uncertainties: a review and some future directions European Journal of Operational Research 161 2005 86 110
15. A. Barua, N. Raghavan, A. Upasani, and R. Uzsoy Implementing global factory schedules in the face of stochastic disruptions International Journal of Production Research 43 4 2005 793 818 (Pubitemid 41663570)
16. L.K. Church, and R. Uzsoy Analysis of periodic and event-driven rescheduling policies in dynamic shops International Journal of Computer Integrated Manufacturing 5 1992 153 163
17. M.L. Pinedo Planning and scheduling in manufacturing and services Operations Research, Springer 2005
18. M. Jahangirian, T. Eldabi, A. Naseer, L.K. Stergioulas, and T. Young Simulation in manufacturing and business: a review European Journal of Operational Research 203 2010 1 13
19. A. Ng, H. Grimm, T. Lezama, A. Persson, M. Andersson, and M. Jägstam OPTIMISE: an internet-based platform for metamodel-assisted simulation optimization Recent Advances in Communication Systems and Electrical Engineering (Springer) 4 2008 281 296
20. Andersson M, Persson A, Grimm H, Ng A. A web-based simulation optimization system for industrial scheduling. In: Proceedings of the 2007 winter simulation conference, Washington, D.C.; 2007. p.184452.
21. Wiers VCS. Humancomputer interaction in production scheduling: analysis and design of decision support systems for production scheduling tasks. PhD thesis, Eindhoven University of Technology; 1997.