322
Views
41
CrossRef citations to date
0
Altmetric
Original Articles

Machine cell formation using a mathematical model and a genetic-algorithm-based heuristic

&
Pages 2421-2444 | Received 01 Jun 2005, Published online: 22 Feb 2007

References

  • Caux , C , Bruniaux , R and Pierreval , H . 2000 . Cell formation with alternative process plans and machine capacity constraints: a new combined approach . Int. J. Econ , 64 : 179 – 284 .
  • Chen , M . 1998 . A mathematical programming model for system reconfiguration in a dynamic cellular manufacturing environment . Ann. Oper. Res , 74 : 109 – 128 .
  • Dimopoulos , C and Mort , N . 2001 . A hierarchical clustering methodology based on genetic programming for the solution of simple cell-formation problems . Int. J. Prod. Res , 39 : 1 – 19 .
  • Goldberg , DE . 1989 . Genetic Algorithms in Search, Optimization, and Machine Learning , Reading : Addison-Wesley .
  • Gonçalves , JF and Resendeb , MJC . 2004 . An evolutionary algorithm for manufacturing cell formation . Comput. Ind. Eng , 47 : 247 – 273 .
  • Holland , JH . 1975 . Adaptation in Natural and Artificial Systems , The University of Michigan Press .
  • Hong , Z , Wang , H and Chen , W . 2000 . Simultaneously applying multiple mutation operators in genetic algorithms . J. Heuristics , 6 : 439 – 455 .
  • King , JR . 1980 . Machine–component grouping in PFA: an approach using a rank-order clustering algorithm . Int. J. Prod. Res , 18 : 213 – 232 .
  • King , JR and Nakornchai , V . 1982 . Machine–component group formation in group technology: review and extensions . Int. J. Prod. Res , 20 : 117 – 133 .
  • Kusiak , A . 1987 . The generalized Group Technology concept . Int. J. Prod. Res , 25 : 561 – 569 .
  • McAuley , J . 1972 . Machine grouping for efficient production . Prod. Econ , 51 : 53 – 57 .
  • Michalewicz , Z . 1994 . Genetic Algorithms+Data Structures=Evolution Programs , New York : Springer .
  • Mungwattana , A . 2000 . Design of cellular manufacturing systems for dynamic and uncertain production requirements with presence of routing flexibility. PhD thesis, Virginia Polytechnic Institute and State University Blackburg, VA
  • Rogers , DF and Kulkarni , SS . 2005 . Optimal bivariate clustering and a genetic algorithm with an application in cellular manufacturing . Eur. J. Oper. Res , 160 : 423 – 444 .
  • Selim , HM , Askin , RG and Vakharia , AJ . 1998 . Cell formation in groupt technology: review, evaluation and direction for future research . Comput. Ind. Eng , 34 : 2 – 30 .
  • Singh , N . 1993 . Design of cellular manufacturing systems: an invited review . Eur. J. Oper. Res , 69 : 284 – 291 .
  • Singh , N . 1996 . Systems Approach to Computer-Integrated Design and Manufacturing , New York : Wiley .
  • Solimanpury , M , Vratz , P and Shankar , R . 2004 . A multi-objective genetic algorithm approach to the design of cellular manufacturing systems . Int. J. Prod. Res , 42 : 1419 – 1441 .
  • Sule , DR . 1994 . Manufacturing Facilities: Location, Planning, and Design , Boston, MA : PWS Publishing Company .
  • Suresh , NC , Slomp , J and Kaparthi , S . 1999 . Sequence-dependent clusturing of parts and machines: a Fuzzy ART neural network approach . Int. J. Prod. Res , 37 : 2793 – 2816 .
  • Vakharia , AJ and Slim , HM . 1994 . “ Group technology ” . In The Handbook of Design, Manufacturing, and Automation , Edited by: Dorf , RC and Kusiak , A . 435 – 460 . New York : Wiley .
  • Wemmerlöv , U and Hyer , NL . 1986 . Procedures for part-family/machine group identification problem in cellular manufacturing . J. Oper. Manage , 6 : 125 – 145 .
  • Wemmerlöv , U and Johnson , DJ . 1997 . Cellular manufacturing at 46 user plants: implementation experiences and performance improvements . Int. J. Prod. Res , 35 : 29 – 49 .
  • Wicks , E and Reasor , R . 1999 . Designing cellular manufacturing systems with dynamic part populations . IIE Trans , 31 : 11 – 20 .

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.