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Original Articles

A Decision Investment Model to Design Manufacturing Systems based on a genetic algorithm and Monte-Carlo simulation

Pages 590-605 | Received 01 Sep 2014, Accepted 06 Mar 2016, Published online: 23 May 2016

References

  • Abdi, M. R., and A. W. Labib. 2003. “A Design Strategy for Reconfigurable Manufacturing Systems (RMSs) using Analytical Hierarchical Process (AHP): A Case Study.” International Journal of Production Research 41 (10): 2273–2299. doi:10.1080/0020754031000077266.
  • Abdi, M. R., and A. W. Labib. 2004. “Feasibility Study of the Tactical Design Justification for Reconfigurable Manufacturing Systems using the Fuzzy Analytical Hierarchical Process.” International Journal of Production Research 42 (15): 3055–3076. doi:10.1080/00207540410001696041.
  • Abele, E., T. Liebeck, and A. Wörn. 2006. “Measuring Flexibility in Investment Decisions for Manufacturing Systems.” CIRP Annals - Manufacturing Technology 55 (1): 433–436. doi:10.1016/S0007-8506(07)60452-1.
  • Alexopoulos, K., D. Mourtzis, N. Papakostas, and G. Chryssolouris. 2007. “DESYMA: Assessing Flexibility for the Lifecycle of Manufacturing Systems.” International Journal of Production Research 45 (7): 1683–1694. doi:10.1080/00207540600733501.
  • Bengtsson, J., and J. Olhager. 2002. “Valuation of Product-Mix Flexibility Using Real Options.” International Journal of Production Economics 78 (1): 13–28. doi:10.1016/S0925-5273(01)00143-8.
  • Bruccoleri, M., G. Lo Nigro, S. Noto La Diega, P. Renna, and G. Perrone. 2005. “A DSS for Strategic Planning.” In Design of Advanced Manufacturing Systems – Model for Capacity Planning in Advanced Manufacturing Systems, edited by A. Matta and Q. Semeraro. New York: Springer.
  • Bruccoleri, M., and G. Perrone. 2006. “Economical Models for Reconfigurable Manufacturing Systems.” In Reconfigurable Manufacturing Systems and Transformable Factories, edited by A. Dashenko. Berlin: Springer.
  • Ceryan, O., and Y. Koren. 2009. “Manufacturing Capacity Planning Strategies.” CIRP Annals - Manufacturing Technology 58: 403–406. doi:10.1016/j.cirp.2009.03.034.
  • Deif, A. M., and W. ElMaraghy. 2007. “Investigating Optimal Capacity Scalability Scheduling in a Reconfigurable Manufacturing System.” The International Journal of Advanced Manufacturing Technology 32: 557–562. doi:10.1007/s00170-005-0354-9.
  • Garbie, I. H., 2011. “Design for Reconfiguration as a Requirement of Global Manufacturing.” In Proceedings of the ASME 2011 International Mechanical Engineering Congress & Exposition IMECE2011. Denver, CO, November 11–17. New York: ASME. IMECE2011-62154.
  • Georgoulias, K., N. Papakostas, G. Chryssolouris, S. Stanev, H. Krappe, and J. Ovtcharova. 2009. “Evaluation of Flexibility for the Effective Change Management of Manufacturing Organizations.” Robotics and Computer-Integrated Manufacturing 25 (6): 888–893. doi:10.1016/j.rcim.2009.04.010.
  • Georgoulias, K., N. Papakostas, S. Makris, and G. Chryssolouris. 2007. “A Toolbox Approach for Flexibility Measurements in Diverse Environments.” CIRP Annals - Manufacturing Technology 56 (1): 423–426. doi:10.1016/j.cirp.2007.05.101.
  • Koren, Y., F. Jovane, U. Heisel, T. Moriwaki, G. Pritschow, G. Ulsoy, and H. VanBrussel. 1999. “Reconfigurable Manufacturing Systems.” A Keynote Paper CIRP Annals 48 (2): 6–12.
  • Koren, Y., and M. Shpitalni. 2010. “Design of Reconfigurable Manufacturing Systems.” Journal of Manufacturing Systems 29 (4): 130–141. doi:10.1016/j.jmsy.2011.01.001.
  • Kuzgunkaya, O., and H. A. ElMaraghy. 2007. “Economic and Strategic Perspectives on Investing in RMS and FMS.” International Journal of Flexible and Manufacturing Systems 19: 217–246. doi:10.1007/s10696-008-9038-8.
  • Lee, H. F., and K. E. Stecke. 1996. “An Integrated Design Support Method for Flexible Assembly Systems.” Journal of Manufacturing Systems 15 (1): 13–32. doi:10.1016/0278-6125(96)84212-9.
  • Marsili Libelli, S., and P. Alba. 2000. “Adaptive Mutation in Genetic Algorithms.” Soft Computing 4: 76–80. doi:10.1007/s005000000042.
  • Matta, A., and Q. Semeraro. 2005. Design of Advanced Manufacturing Systems – Model for Capacity Planning in Advanced Manufacturing Systems. New York: Springer. ISBN 1-4020-2930-6.
  • Negahban, A., and J. S. Smith. 2014. “Simulation for Manufacturing System Design and Operation: Literature Review and Analysis.” Journal of Manufacturing Systems 33: 241–261. doi:10.1016/j.jmsy.2013.12.007.
  • Niroomand, I., O. Kuzgunkaya, and A. A. Bulgak. 2012. “Impact of Reconfiguration Characteristics for Capacity Investment Strategies in Manufacturing Systems.” International Journal of Production Economics 139 (1): 288–301. doi:10.1016/j.ijpe.2012.05.012.
  • Niroomand, I., O. Kuzgunkaya, and A. A. Bulgak. 2014. “The Effect of System Configuration and Ramp-Up Time on Manufacturing System Acquisition under Uncertain Demand.” Computers & Industrial Engineering 73: 61–74. doi:10.1016/j.cie.2014.04.017.
  • Renna, P. 2010. “Capacity Reconfiguration Management in Reconfigurable Manufacturing Systems.” The International Journal of Advanced Manufacturing Technology 46: 395–404. doi:10.1007/s00170-009-2071-2.
  • Renna, P. 2013. “Capacity Investment Decision by Monte Carlo Approach in a Cooperation Network.” International Journal of Production Research 51 (21): 6455–6469. doi:10.1080/00207543.2013.824628.
  • Renna, P., and P. Argoneto. 2012. “Capacity Investment Decision in Co-Opetitive Network by Information Sharing.” Computers & Industrial Engineering 62: 359–367. doi:10.1016/j.cie.2011.10.011.
  • Salvador, F., P. M. De Holan, and F. Piller. 2009. “Cracking the Code of Mass Customization.” MIT Sloan Management Review 50: 71–78.
  • Sharda, B., and A. Banerjee. 2013. “Robust Manufacturing System Design Using Multi Objective Genetic Algorithms, Petri Nets and Bayesian Uncertainty Representation.” Journal of Manufacturing Systems 32: 315–324. doi:10.1016/j.jmsy.2013.01.001.
  • Sivanandam, S. N., and S. N. Deepa. 2010. Introduction to Genetic Algorithms. Berlin: Springer.
  • Spicer, P., D. Yip-Hoi, and Y. Koren. 2005. “Scalable Reconfigurable Equipment Design Principles.” International Journal of Production Research 43 (22): 4839–4852. doi:10.1080/00268970500183042.
  • Süer, G. A., J. Huang, and S. Maddisetty. 2010. “Design of Dedicated, Shared and Remainder Cells in a Probabilistic Demand Environment.” International Journal of Production Research 48 (19): 5613–5646. doi:10.1080/00207540903117865.
  • Tang, P.-H., and M.-H. Tseng. 2013. “Adaptive Directed Mutation for Real-Coded Genetic Algorithms.” Applied Soft Computing 13 (1): 600–614. doi:10.1016/j.asoc.2012.08.035.
  • Thierens, D. (2002) Adaptive Mutation Rate Control Schemes in Genetic Algorithms. Technical report UU-CS-2002-056, 980–985.
  • Tolio, T. 2009. Design of Flexible Production Systems. Berlin: Springer. ISBN: 978-3-540-85413-5.
  • Van Mieghem, J. A. 1998. “Investment Strategies for Flexible Resources.” Management Science 44 (8): 1071–1078. doi:10.1287/mnsc.44.8.1071.
  • Van Mieghem, J. A. 2003. “Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments.” Manufacturing & Service Operations Management 5 (4): 269–302. doi:10.1287/msom.5.4.269.24882.
  • Wu, C.-H., and Y.-T. Chuang. 2012. “An Efficient Algorithm for Stochastic Capacity Portfolio Planning Problems.” Journal of Intelligent Manufacturing System 23 (6): 2161–2170. doi:10.1007/s10845-011-0562-0.
  • Youssef, A., and H. ElMAraghy. 2007. “Optimal Configuration Selection for Reconfigurable Manufacturing Systems.” International Journal of Flexible Manufacturing Systems 19 (2): 67–106. doi:10.1007/s10696-007-9020-x.

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