A simulation-based optimization approach to size manufacturing systems

References

• Andradottir S Simulation optimization Handbook of Simulation: Principles, Methodology, Advances, Applications and Practice edited by J. Banks pp. 173–223 1998 Wiley New York
   Google Scholar
• Askin RG Standridge CR Modeling and Analysis of Manufacturing Systems 1993 Wiley New York
   Google Scholar
• Bettonvil , B and Kleijnen , JPC . 1997 . Searching for important factors in simulation models with many factors: sequential bifurcation . European Journal of Operational Research , 96 : 180 – 194 .
   Web of Science ®Google Scholar
• Bulgak AA Sanders JL Integrating a modified simulated annealing algorithm with the simulation of a manufacturing system to optimize buffer sizes in automatic assembly systems Proceedings of the 1988 Winter Simulation Conference San Diego CA 1988 pp. 684–690
   Google Scholar
• Choi SD Kumar AR Houshyar A A simulation of an automotive foundry plan manufacturing engine blocks Proceedings of the 2002 Winter Simulation Conference San Diego CA 2002 pp. 1035–1040
   Google Scholar
• Choon HN Combining simulation with optimization search techniques for the design of flexible manufacturing systems Proceedings of the International Conference on Computer Integrated Manufacturing Singapore 1991 pp. 159–162
   Google Scholar
• Collette Y Siarry P Optimisation Multiobjectif 2002 Eyrolles Paris
   Google Scholar
• Collette Y Siarry P Three new metrics to measure the convergence of metaheuristics towards the Pareto frontier and the aesthetic of a set of solutions in biobjective optimization Computers and Operations Research 2003 in press. Proof available at www.sciencedirect.com
   Google Scholar
• Czarnecki H Schroer BJ Rahman MM Using simulation to schedule manufacturing resources Proceedings of the 1997 Winter Simulation Conference Atlanta GA 1997 pp. 750–757
   Google Scholar
• Deflandre D Kleijnen JPC Statistical analysis of random simulations: bootstrap tutorial Simulation New Europe 2003 December
   Google Scholar
• Dos Santos MIR Porta Nova AMO The main issues in nonlinear simulation metamodel estimation Proceedings of the 1999 Winter Simulation Conference Phoenix AZ 1999 pp. 502–509
   Google Scholar
• Dumbrava S The design of flexible manufacturing systems using simulations Intelligent Manufacturing Systems 1997 151 155
   Google Scholar
• Durieux S Analyse de performance par simulation et conception de systèmes de production robustes Ph.D. Thesis Université Blaise Pascal, Clermont-Ferrand France 2003
   Google Scholar
• Efron B Tibshirani RJ An Introduction to the Bootstrap 1993 Chapman and Hall New York
   Google Scholar
• Farahmand K Using simulation to support implementation of flexible manufacturing cell Proceedings of the 2000 Winter Simulation Conference Orlando FL 2000 pp. 1272–1281
   Google Scholar
• Fu , MC . 2002 . Optimization for simulation: theory vs. practice . Informs Journal on Computing , 14 : 192 – 215 .
   Web of Science ®Google Scholar
• GAMS A User's Guide 1998 GAMS Development Corporation
   Google Scholar
• Govil , MK and Fu , MC . 1999 . Queueing theory in manufacturing: a survey . Journal of Manufacturing Systems , 18 : 214 – 240 .
   Web of Science ®Google Scholar
• Haddock , J and Mittenthal , J . 1992 . Simulation optimization using simulated annealing . Computers and Industrial Engineering , 22 : 387 – 395 .
   Web of Science ®Google Scholar
• Kleijnen JPC Experimental design for sensitivity analysis, optimization, and validation of simulation models Handbook of Simulation: Principles, Methodology, Advances, Applications and Practice edited by J. Banks pp. 173–223 1998 Wiley New York
   Google Scholar
• Kleijnen , JPC and Sergent , JPC . 2000 . A methodology for fitting and validating metamodels in simulation . European Journal of Operational Research , 120 : 14 – 29 .
   Web of Science ®Google Scholar
• Law AM Kelton WD Simulation Modeling and Analysis 2000 McGraw-Hill New York
   Google Scholar
• Law AM McComas MG Simulation-based optimization Proceedings of the 2002 Winter Simulation Conference San Diego CA 2002 pp. 41–44
   Google Scholar
• Madu , CN and Chanin , MN . 1992 . A regression metamodel of a maintenance float problem with 2-Erlang failure distribution . International Journal of Production Research , 30 : 871 – 885 .
   Web of Science ®Google Scholar
• McHaney , RW and Douglas , DE . 1997 . Multivariate regression metamodel: a DSS application in industry . Decision Support Systems , 19 : 43 – 52 .
   Web of Science ®Google Scholar
• Montgomery DC Design and Analysis of Experiments 2000 Wiley New York
   Google Scholar
• Paris , JL , Tautou , L and Pierreval , H . 2001 . Dealing with design options in the optimization of manufacturing systems: an evolutionary approach . International Journal of Production Research , 39 : 1081 – 1094 .
   Web of Science ®Google Scholar
• Patel V Ashby J Ma J Discrete event simulation in automotive final process system Proceedings of the 2002 Winter Simulation Conference San Diego CA 2002 pp. 1030–1034
   Google Scholar
• Pierreval , H and Tautou , L . 1997 . Using evolutionary algorithms and simulation for the optimization of manufacturing systems . IIE Transactions , 29 : 181 – 189 .
   Web of Science ®Google Scholar
• Promodel Promodel User's Guide 1999 Promodel Corporation
   Google Scholar
• Proth J Xie X Les Réseaux de Pétri pour la Conception et la Gestion des Systèmes de Production 1994 Masson Paris
   Google Scholar
• Rosenblatt , MJ , Roll , Y and Zyse , V . 1993 . A combined optimization and simulation approach for designing automated storage/retrieval systems . IEEE Transactions , 25 : 40 – 50 .
   Web of Science ®Google Scholar
• Silva L Ramos AL Vilarinho PM Using simulation for manufacturing process reengineering—a practical case study Proceedings of the 2000 Winter Simulation Conference Orlando FL 2000 pp. 1322–1328
   Google Scholar
• Spieckermann , S , Heinzel , H , Gutenschwager , S and Voß , S . 2000 . Simulation-based optimization in the automotive industry—a case study on body shop design . Simulation , 75 : 276 – 286 .
   Google Scholar
• Taj S Cochran DS Duda JW Linck J Simulation and production planning for manufacturing cells Proceedings of the 1998 Winter Simulation Conference Washington DC 1998 pp. 973–978
   Google Scholar
• Van Groenendaal W Kleijnen JPC Identifying important factors in deterministic investment problems using design of experiments Proceedings of the 1998 Winter Simulation Conference Washington DC 1998 pp. 713–718
   Google Scholar
• Williams EJ Gevaert A Pallet optimization and throughput estimation via simulation Proceedings of the 1997 Winter Simulation Conference Atlanta GA 1997 pp. 750–757
   Google Scholar