444
Views
9
CrossRef citations to date
0
Altmetric
Articles

Formation of independent manufacturing cells with the consideration of multiple identical machines

, , , &
Pages 1363-1400 | Received 29 Apr 2012, Accepted 04 Sep 2013, Published online: 21 Oct 2013

References

  • Albadawi, Z., H. A. Bashir, and M. Y. Chen. 2005. “A Mathematical Approach for the Formation of Manufacturing Cells.” Computers & Industrial Engineering 48(1): 3–21.
  • Alfa, S., M. Chen, and S. S. Heragu. 1992. “Integrating the Grouping and Layout Problems in Cellular Manufacturing Systems.” Computer & Industrial Engineering 23(1–4): 55–58.
  • Askin, R. G. 2013. “Contributions to the Design and Analysis of Cellular Manufacturing Systems.” International Journal of Production Research. Published online: August 8, 2013. doi:10.1080/00207543.2013.825745.
  • Baykasoglu, A., N. N. Z. Gindy, and R. C. Cobb. 2001. “Capability Based Formulation and Solution of Multiple Objective Cell Formation Problems Using Simulated Annealing.” Integrated Manufacturing Systems 12(4): 258–274.
  • Bazargan-Lar, M., H. Kaebernick, and A. Harraf. 2000. “Cell Formation and Layout Designs in a Cellular Manufacturing Environment – A Case Study.” International Journal of Production Research 38(7): 1689–1709.
  • Brown, E., and R. Sumichrast. 2001. “CF-GGA: A Grouping Genetic Algorithm for the Cell Formation Problem.” International Journal of Production Research 39(16): 3651–3669.
  • Burbidge, J. L. 1963. “Production Flow Analysis.” Production Engineer 42(12): 742–752.
  • Burbidge, J. L. 1991. “Production Flow Analysis in Planning Group Technology.” Journal of Operations Management 10(1): 5–27.
  • Cao, D., and M. Y. Chen. 2004. “Using Penalty Function and Tabu Search to Solve Cell Formation Problems with Fixed Cell Cost.” Computers & Operations Research 31(1): 21–37.
  • Caux, C., R. Bruniaux, and H. Pierreval. 2000. “Cell Formation with Alternative Process Plans and Machine Capacity Constraints: A New Combined Approach.” International Journal of Production Economics 64(1–3): 279–284.
  • Chan, Felix T. S., K. W. Lau, P. L. Y. Chan, and K. L. Choy. 2006. “Two-stage Approach for Machine-part Grouping and Cell Layout Problems.” Robotics and Computer-Integrated Manufacturing 22(3): 217–238.
  • Chandrasekharan, M. P., and R. Rajagopalan. 1993. “A Multidimensional Scaling Algorithm for Group Layout in Cellular Manufacturing.” International Journal of Production Economics 32(1): 65–76.
  • Das, K., and W. Abdul-Kader. 2011. “Consideration of Dynamic Changes in Machine Reliability and Part Demand: A Cellular Manufacturing Systems Design Model.” International Journal of Production Research 49(7): 2123–2142.
  • Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A Fast and Elitist Multi-objective Genetic Algorithm: NSGA-II.” IEEE Transactions Evolutionary Computation 6(2): 182–197.
  • Defersha, F. M., and M. Y. Chen. 2006. “A Comprehensive Mathematical Model for the Design of Cellular Manufacturing Systems.” International Journal of Production Economics 103(2): 767–783.
  • Lit, P., E. Falkenauer, and A. Delchambre. 2000. “Grouping Genetic Algorithms: An Efficient Method to Solve the Cell Formation Problem.” Mathematics and Computers in Simulation 51(3–4): 257–271.
  • Egilmez, G., G. A. Süer, and J. Huang. 2012. “Stochastic Cellular Manufacturing System Design Subject to Maximum Acceptable Risk Level.” Computers & Industrial Engineering 63(4): 842–854.
  • Elbenani, B., and J. A. Ferland. 2012. “An Exact Method for Solving the Manufacturing Cell Formation Problem.” International Journal of Production Research 50(15): 4038–4045.
  • ERI-Economic Research Institute. 1997. Cell Manufacturing System and the Innovation of Manufacturing System. Cambridge, MA: Addison Wesley.
  • Falkenauer, E. 1998. Genetic Algorithms for Grouping Problems. New York: Wiley.
  • Fan, J., and D. Feng. 2013. “Design of Cellular Manufacturing System with Quasi-dynamic Dual Resource Using Multi-objective GA.” International Journal of Production Research 51(14): 4134–4154.
  • Gen, M., and R. Cheng. 1999. Genetic Algorithms and Engineering Optimization. New York: Wiley-Interscience.
  • Goldberg, D. E. 1989. Genetic Algorithms: In Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley Professional.
  • Gonçalves Filho, E. V., and A. J. Tiberti. 2006. “A Group Genetic Algorithm for the Machine Cell Formation Problem.” International Journal of Production Economics 102(1): 1–21.
  • Gupta, Y., M. Gupta, and A. Kumar. 1996. “A Genetic Algorithm-based Approach to Cell Composition and Layout Design Problems.” International Journal of Production Research 34(2): 447–482.
  • Harhalakis, G., R. Nagi, and J. M. Proth. 1990. “An Efficient Heuristic in Manufacturing Cell Formation for Group Technology Applications.” International Journal of Production Research 28(1): 185–198.
  • Heragu, S. S., and S. R. Kakututi. 1997. “Grouping and Placement of Machine Cells.” IIE Transactions 29(7): 561–571.
  • Holland, J. H. 1975. Adaptation in Natural and Artificial Systems. Ann Arbor, MI: University of Michigan Press.
  • Horn, J., N. Nafpliotis, and D. E. Goldberg. 1994. “A Niched Pareto Genetic Algorithm for Multiobjective Optimization.” In Proceedings of the First IEEE Congress on Evolutionary Computation, 82–87. Piscataway, NJ : IEEE Press.
  • Isa, K., and T. Tsuru. 2002. “Cell Production Innovation in Japan: Toward A New Model for Japanese Manufacturing?” Industrial Relations 41(4): 548–578.
  • Jayaswal, S., and G. K. Adil. 2004. “An Efficient Algorithm for Cell Formation with Sequence Data, Machine Replications and Alternative Process Routings.” International Journal of Production Research 42(12): 2419–2433.
  • Joines, J. A., C. T. Culbreth, and R. E. King. 1996. “Manufacturing Cell Design: An Integer Programming Model Employing Genetic Algorithms.” IEEE Transactions 28(1): 69–85.
  • Kao, Y., and C. H. Lin. 2012. “A PSO-based Approach to Cell Formation Problems with Alternative Process Routings.” International Journal of Production Research 50(15): 4075–4089.
  • Kattan, I. A. I. 2005. “Workload Balance of Cells in Designing of Multiple Cellular Manufacturing Systems.” Journal of Manufacturing Technology Management 16(2): 178–196.
  • Kim, C. O., J. G. Baek, and J. Jun. 2005. “A Machine Cell Formation Algorithm for Simultaneously Minimising Machine Workload Imbalances and Inter-cell Part Movements.” The International Journal of Advanced Manufacturing Technology 26(3): 268–275.
  • King, J. R. 1980. “Machine-component Grouping in Production Flow Analysis: An Approach Using a Rank Order Clustering Algorithm.” International Journal of Production Research 18(2): 213–232.
  • Lee, K., and K. I. Ahn. 2013. “GT Efficacy: A Performance Measure for Cell Formation with Sequence Data.” International Journal of Production Research. Published online: June 25, 2013. doi:10.1080/00207543.2013.794317.
  • Lee, S. D., and Y. L. Chen. 1997. “A Weighted Approach for Cellular Manufacturing Design: Minimising Inter-cell Movement and Balancing Workload Among Duplicated Machines.” International Journal of Production Research 35(4): 1125–1146.
  • Lin, T. L., M. M. Dessouky, K. R. Kumar, and S. M. Ng. 1996. “A Heuristic-based Procedure for the Weighted Production-cell Formation Problem.” IIE Transactions 28(7): 579–589.
  • Lin, S. W., K. C. Ying, and Z. J. Lee. 2010. “Part-machine Cell Formation in Group Technology Using a Simulated Annealing-based Meta-heuristic.” International Journal of Production Research 48(12): 3579–3591.
  • Liu, C. G., J. Lian, Y. Yin, and W. J. Li. 2010. “Seru Seisan – An Innovation of the Production Management Mode in Japan.” Asian Journal of Technology Innovation 18(2): 89–113.
  • Liu, C. G., K. E. Stecke, J. Lian, and Y. Yin. 2013a. “An Implementation Framework for Seru Production.” International Transactions in Operational Research. doi:10.1111/itor.12014.
  • Liu, C. G., K. Yasuda, Y. Yin, and K. Tanaka. 2009. “Uncertain Association Rule Mining Algorithm for the Cell Formation Problem in Cellular Manufacturing Systems.” International Journal of Production Research 47(3): 667–685.
  • Liu, C. G., Y. Yin, K. Yasuda, and J. Lian. 2010. “A Heuristic Algorithm for Cell Formation Problems with Consideration of Multiple Production Factors.” The International Journal of Advanced Manufacturing Technology 46(9–12): 1201–1213.
  • Liu, C. G., N. Yang, W. J. Li, J. Lian, S. Evans, and Y. Yin. 2013b. “Training and Assignment of Multi-skilled Workers for Implementing Seru Production Systems.” International Journal of Advanced Manufacturing Technology. doi:10.1007/s00170-013-5027-5.
  • Mahdavi, I., B. Javadi, K. Fallah-Alipour, and J. Slomp. 2007. “Designing a New Mathematical Model for Cellular Manufacturing System Based on Cell Utilization.” Applied Mathematics and Computation 190(1): 662–670.
  • Mahdavi, I., M. M. Paydar, M. Solimanpur, and A. Heidarzade. 2009. “Genetic Algorithm Approach for Solving a Cell Formation Problem in Cellular Manufacturing.” Expert Systems with Applications 36(3): 6598–6604.
  • McCormick, W. T., P. J. Schweitzer, and T. W. White. 1972. “Problem Decomposition and Data Reorganization by a Clustering Technique.” Operations Research 20(5): 993–1009.
  • Michalewicz, Z. 1996. Genetic Algorithms + Data Structures = Evolution Programs. AI Series. New York: Springer.
  • Minis, I., G. Harhalakis, and S. Jajodia. 1990. “Manufacturing Cell Formation with Multiple, Functionally Identical Machines.” Manufacturing Review 3(4): 252–261.
  • Moon, C., and M. Gen. 1999. “A Genetic Algorithm-based Approach for Design of Independent Manufacturing Cells.” International Journal of Production Economics 60–61(1): 421–426.
  • Onwubolu, G. C., and M. Mutingi. 2001. “A Genetic Algorithm Approach to Cellular Manufacturing Systems.” Computers & Industrial Engineering 39(1): 125–144.
  • Ozcelik, F., and T. Saraç. 2012. “A Genetic Algorithm Extended Modified Sub-gradient Algorithm for Cell Formation Problem with Alternative Routings.” International Journal of Production Research 50(15): 4025–4037.
  • Papaioannou, G., and J. M. Wilson. 2010. “The Evolution of Cell Formation Problem Methodologies Based on Recent Studies (1997–2008): Review and Directions for Future Research.” European Journal of Operational Research 206(3): 509–521.
  • Selim, H. M., R. M. S. Abdel Aal, and A. I. Mahdi. 2003. “Formation of Machine Groups and Part Families: A Modified SLC Method and Comparative Study.” Integrated Manufacturing Systems 14(2): 123–137.
  • Shinohara, T. 1995. “Shocking News of the Removal of Conveyor Systems: Single-worker Cellular Manufacturing System.” Nikkei Mechanical, July 24, 459, 20–38 (In Japanese).
  • Singh, N., and D. Rajamani. 1996. Cellular Manufacturing Systems: Design, Planning and Control. London: Chapman & Hall.
  • Solimanpur, M., and A. Foroughi. 2011. “A New Approach to the Cell Formation Problem with Alternative Processing Routes and Operation Sequence.” International Journal of Production Research 49(19): 5833–5849.
  • Süer, Gursel A., F. Arikan, and C. Babayigit. 2008. “Bi-objective Cell Loading Problem with Non-zero Setup Times with Fuzzy Aspiration Levels in Labour-intensive Manufacturing Cells.” International Journal of Production Research 46(2): 371–404.
  • Süer, Gursel A., J. Cosner, and A. Patten. 2009. “Models for Cell Loading and Product Sequencing in Labor-intensive Cells.” Computers & Industrial Engineering 56(1): 97–105.
  • Süer, Gursel 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.
  • Süer, Gursel A., A. Subramanian, and J. Huang. 2009. “Heuristic Procedures and Mathematical Models for Cell Loading and Scheduling in a Shoe Manufacturing Company.” Computers & Industrial Engineering 56(2): 462–475.
  • Süer, Gursel A., R. Vasquez, and M. Cortes. 2005. “A Hybrid Approach of Genetic Algorithms and Local Optimizers in Cell Loading.” Computers & Industrial Engineering 48(3): 625–641.
  • Uyanik, B. 2005. “Cell Formation: A Real Life Application.” M.S. Thesis, Middle East Technical University.
  • Vakharia, A. J., and H. M. Selim. 1994. “Group Technology.” In Handbook of Design, Manufacturing and Automtion, 1st ed., edited by R. C. Dorf and A. Kusiak, 435–460. New York: John Wiley & Sons.
  • Vakharia, A. J., and U. Wemmerlöv. 1990. “Designing a Cellular Manufacturing System: A Materials Flow Approach Based on Operation Sequences.” IIE Transactions 22(1): 84–97.
  • Venugopal, V., and T. Narendran. 1992. “A Genetic Algorithm Approach to the Machine-component Grouping Problem with Multiple Objectives.” Computers & Industrial Engineering 22: 469–480.
  • Vitanov, V., B. Tjahjono, and I. Marghalany. 2007. “A Decision Support Tool to Facilitate the Design of Cellular Manufacturing Layouts.” Computers & Industrial Engineering 52(4): 380–403.
  • Wang, J. 2003. “Formation of Machine Cells and Part Families in Cellular Manufacturing Systems Using a Linear Assignment Algorithm.” Automatica 39(9): 1607–1615.
  • Wemmerlöv, U., and N. L. Hyer. 1986. “Procedures for the Part Family/Machine Group Identification Problem in Cellular Manufacture.” Journal of Operations Management 6(2): 125–147.
  • Wemmerlöv, U., and N. L. Hyer. 1989. “Cellular Manufacturing in the US Industry: A Survey of Users.” International Journal of Production Research 27(9): 1511–1530.
  • Wemmerlöv, U., and D. J. Johnson. 1997. “Cellular Manufacturing at 46 User Plants: Implementation Experiences and Performance Improvements.” International Journal of Production Research 35(1): 29–49.
  • Wu, X. D., C. H. Chu, Y. F. Wang, and W. L. Yan. 2007. “A Genetic Algorithm for Cellular Manufacturing Design and Layout.” European Journal of Operational Research 181(1): 156–167.
  • Xambre, A. R., and P. M. Vilarinho. 2003. “A Simulated Annealing Approach for Manufacturing Cell Formation with Multiple Identical Machines.” European Journal of Operational Research 151(2): 434–446.
  • Yang, J. Q., and R. H. Deane. 1994. “Strategic Implications of Manufacturing Cell Formation Design.” Integrated Manufacturing Systems 5(4/5): 87–96.
  • Zitzler, E., and L. Thiele. 1998. “Multiobjective Optimization Using Evolutionary Algorithms – A Comparative Case Study.” In Parallel Problem Solving From Nature, V, edited by A. E. Eiben, T. Bäck, M. Schoenauer and H. P. Schwefel, 292–301. Berlin: Springer-Verlag.
  • Zolfaghari, S., and M. Liang. 2004. “Comprehensive Machine Cell/Part Family Formation Using Genetic Algorithms.” Journal of Manufacturing Technology Management 15(6): 433–444.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.