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Original Articles

Concurrent design of cellular manufacturing systems: a genetic algorithm approach

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Pages 1217-1241 | Received 01 Aug 2005, Published online: 22 Feb 2007

References

  • Akturk , MS and Turkcan , A . 2000 . Cellular manufacturing system design using a holonistic approach . Int. J. Prod. Res. , 38 : 2327 – 2347 .
  • Alfa , AS , Chen , M and Heragu , SS . 1992 . Integrating the grouping and layout problems in cellular manufacturing systems . Computer and IE , 23 : 55 – 58 .
  • Al-Hakim , L . 2000 . On solving facility layout problems using genetic algorithms . Int. J. Prod. Res. , 38 : 2571 – 2583 .
  • Al-Sultan , KS and Fedjki , CA . 1997 . A genetic algorithm for the part family formation problem . Prod. Planning & Control , 8 : 788 – 796 .
  • Aytug , H , Khouja , M and Vergara , FB . 2003 . A review of the use of genetic algorithms to solve production and operations management problems . Int. J. Prod. Res. , 41 : 3955 – 4009 .
  • Back , T , Fogel , D and Michalawecz , Z , eds. 1997 . Handbook of Evolutionary Computation , Oxford : Oxford University Press .
  • Bazargan-Lari , M , Kaebernick , H and Harraf , A . 2000 . Cell formation and layout designs in a cellular manufacturing environment—a case study . Int. J. Prod. Res. , 38 : 1689 – 1709 .
  • Black , JT . 1983 . Cellular manufacturing systems reduce setup time, make small lot production economical . Indust. Eng. , 15 : 36 – 48 .
  • Carrie , AS . 1973 . Numerical taxonomy approach to group technology and plant layout . Int. J. Prod. Res. , 11 : 399 – 416 .
  • Chandrasekharan , MP and Rajagopalan , R . 1993 . A multidimensional scaling algorithm for group layout in cellular manufacturing . 32 : 65 – 76 .
  • Cheng , CH , Lee , WH and Miltenberg , J . 1998 . “ A bi-chromosome genetic algorithm for minimising intercell and intracell moves ” . In Group Technology and Cellular Manufacturing: State-of-the-Art Synthesis of Research and Practice , Edited by: Suresh , NC and Kay , JM . MA : Kluwer Academic Publishers .
  • Chu , CH . 1995 . “ Recent advances in mathematical programming for cell formation ” . In Planning, Design, and Analysis of Cellular Manufacturing Systems, Manufacturing Research and Technology , Edited by: Kamrani , AK , Parsaei , HR and Liles , DH . Vol. 24 , 3 – 46 . North Holland : Elsevier .
  • Chu , CH and Tsai , CH . A heuristic genetic algorithm for grouping manufacturing cells . Proceedings of the 2001 Congress on Evolutionary Computation . Vol. 1 , pp. 310 – 317 .
  • Chu , CH and Wu , XD . Genetic algorithms for manufacturing cell formation: A state-of-the-art review . Working paper . University Park, PA : School of Information Sciences and Technology, Pennsylvania State University .
  • Dimopoulos , C and Zalzala , AMS . 2000 . Recent developments in evolutionary computation for manufacturing optimisation: Problems, solutions, and comparisons , 4 : 93 – 113 .
  • Gen , M and Cheng , R . 1997 . Genetic Algorithms and Engineering Design , New York : Wiley Interscience Publications .
  • Goldberg , DE . 1989 . Genetic Algorithms: In Search, Optimisation and Machine Learning , MA : Addison-Wesley Publishing Company, Inc. .
  • Gupta , YP , Gupta , MC , Kumar , A and Sundaram , C . 1995 . Minimising total intercell and intracell moves in cellular manufacturing: a genetic algorithm approach , 8 : 92 – 101 .
  • Gupta , Y , Gupta , M , Kumar , A and Sundaram , C . 1996 . A genetic algorithm-based approach to cell composition and layout design problems , 34 : 447 – 482 .
  • Heragu , SS . 1994 . Group technology and cellular manufacturing., Man, and Cybernetics , 24 : 203 – 215 .
  • Heragu , SS and Kakututi , SR . 1997 . Grouping and placement of machine cells , 29 : 561 – 571 .
  • Holland , JH . 1975 . Adaptation in Natural and Artificial System , Ann Arbor, MI : University of Michigan Press .
  • Hsu , C-M and Su , CT . 1998 . Multi-objective machine-component grouping in cellular manufacturing: A genetic algorithm , 9 : 155 – 166 .
  • Hyer , NL and Wemmerlöv , U . 2002 . Reorganising the Factory: Competing through Cellular Manufacturing , Portland, OR : Productivity Press .
  • Islier , A . 1998 . A genetic algorithm approach for multiple criteria facility layout design , 36 : 1549 – 1569 .
  • Leskowsky , Z , Logan , L and Vannelli , A . 1987 . “ Group technology decision aids in an expert system for plant layout ” . In Modern Production Management Systems , Edited by: Kusiak , A . 561 – 584 . North Holland : Elsevier Science Publishers .
  • Lindo Systems, Inc. LINDO, the linear programming solver . Available online at: http://www.lindo.com/ (accessed May 2005)
  • Logendran , R . 1990 . A workload based model for minimising total intercell and intracell moves in cellular manufacturing , 28 : 913 – 925 .
  • Logendran , R . 1991 . Impact of sequence of operations and layout of cells in cellular manufacturing , 29 : 375 – 390 .
  • Man , KF , Tang , KS and Kwong , S . 1999 . Genetic Algorithms: Concepts and Design , London : Springer .
  • Rajagopalan , R and Batra , JL . 1975 . Design of cellular production systems—a graph theoretical approach , 13 : 567 – 579 .
  • Stanfel , LF . 1985 . Machine clustering for economic for economic production , 9 : 73 – 81 .
  • Tam , KY and Chan , SK . 1998 . Solving facility layout problems with geometric constraints using parallel genetic algorithms: Experimentation and findings , 36 : 3253 – 3272 .
  • Venugopal , V . 1999 . Soft-computing-based approaches to the group technology problems: A state-of-the-art review , 37 : 3335 – 3357 .
  • Venugopal , V and Narendran , TT . 1992 . A genetic algorithm approach to the machine component grouping problem with multiple objectives , 22 : 469 – 480 .
  • Wemmerlöv , U and Johnson , DJ . 1997 . Cellular manufacturing at 46 user plants: Implementation experiences and performance improvements , 35 : 2 – 49 .
  • Wemmerlöv , U and Johnson , DJ . 2000 . Empirical findings on manufacturing cell design , 38 : 481 – 507 .
  • Wu , XD , Chu , CH , Wang , YF and Yan , WL . 12–17 May 2002 . “ A genetic algorithm for integrated cell formation and layout decision ” . In Proceedings of the 2002 IEEE Congress on Evolutionary Computation 12–17 May , Honolulu, , Hawaii

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