Advanced search
Publication Cover
International Journal of Production Research Volume 40, 2002 - Issue 3
Submit an article Journal homepage
190
Views
49
CrossRef citations to date
0
Altmetric
Original Articles

Machine-tool selection and operation allocation in FMS: Solving a fuzzy goal-programming model using a genetic algorithm

R. Rai
,
S Kameshwaran
&
M. K. Tiwari
Pages 641-665 | Published online: 14 Nov 2010

  • AMMONS , J. C. , LOFGREN , C. B. and McGINNIS , A. 1985 . A large scale machine loading problem in flexible assembly . Annals of Operation Research , 3 : 319 – 322 .
  • ATAMANI , A. and LASHKARI , R. S. 1998 . A model of machine tool selection and operation allocation in FMS . International journal of Production of Research , 36 : 1339 – 1349 .
  • BELLMAN , R. E. and ZADEH , L. A. 1970 . Decision making in a fuzzy environment . Management Science , 17 : B141 – 164 .
  • BERRADA , M. and STECKE , K. E. 1986 . A branch and bound approach for machine load balancing in flexible manufacturing systems . Management Science , 32 : 1316 – 1335 .
  • BLAZEWICZ , J. , BORKARD , R. , FINKE , G. and WOEGINGER , G. 1994 . Vehicle scheduling in two cycle flexible manufacturing system . Mathematical Computational Modeling , 20 : 19 – 31 .
  • BLAZEWICZ , J. , ETISELT , A. , FINKE , G. , LAPORTE , G. and WEGLAIZZ , J. 1991 . Scheduling task and vehicle in a flexible manufacturing system . International Journal of Flexible Manufacturing Systems , 4 : 5 – 16 .
  • CHEN , Y. J. and ASKIN , R. G. 1990 . A multiobjective evaluation of flexible manufacturing system loading heuristics . International Journal of Production Research , 25 : 895 – 911 .
  • CHOI , R. H. and MALSTORM , E. M. 1988 . Evaluation of traditional work scheduling rules in a FMS with a physical simulator . Journal of Manufacturing Systems , 7 : 3032 – 3045 .
  • DALLERY , Y. and STECKE , K. E. 1990 . On the optimal allocation of servers and workloads in closed queuing networks . Operations Research , 37 : 694 – 703 .
  • DAVIS , L. 1991 . Handbook of Genetic algorithms , New York : Van Nostrand Reinhold .
  • DEB , K. 1996 . Optimization for Engineering Design: Algorithms and Examples , New Delhi : Prentice Hall .
  • ESCUREDO , L. F. 1989 . An exact algorithm for part input sequencing and scheduling with wide constraints in FMS . International Journal of Flexible Manufacturing Systems , 1 : 143 – 174 .
  • GEN , M. and LIU , B. 1996 . A genetic algorithm for non linear programming , Research Report No. 23 141 – 148 . Ashikaga Institute of Technology .
  • GEN , M. , TSUJMURA , Y. and Li , Y. 1996 . Fuzzy assembly line balancing using genetic algorithms . Computers in Industrial Engineering , 31 : 631 – 634 .
  • GOLDBERG , D. E. 1989 . Algorithms and Search Optimization and Machine Learning , Reading, MA : Addison-Wesley .
  • GYMPAH , K. A. and MEREDITH , J. R. 1996 . A simulation study of FMS tool allocation procedures . Journal of Manufacturing System , 15 : 419 – 431 .
  • HWANG , S. S. 1986 . “ Models for production planning in flexible manufacturing system ” . Berkeley : University of California . PhD thesis,
  • JAIN , S. , BARBER , K. and SOTERFLED , D. Expert simulation for on-line scheduling . Proceedings of the 1989 Winter Simulation Conference . pp. 930 – 935 .
  • KIM , M. H. and KIM , Y.-D. 1994 . Simulation based real time scheduling in a FMS . Journal of Manufacturing Systems , 13 (2) : 85 – 93 .
  • KIM , Y. D. and YANO , C. A. 1994 . A new branch and bounch algorithm for loading problems in flexible manufacturing system . International Journal of Flexible Manufacturing Systems , 6 : 361 – 382 .
  • KUMAR , P. , TIWARI , N. K. and SINGH , N. 1990 . Joint consideration of grouping and loading problem in a flexible manufacturing system . International Journal of Production Research , 28 (7) : 1345 – 1356 .
  • KUSIAK , A. 1985 . “ Loading models in flexible manufacturing systems ” . In Manufacturing Research and Technology--1 , Edited by: Raouf , A. and Ahmed , S. H. Amsterdom : Elsevier .
  • LIANG , M. and DUTTA , S. P. 1992 . Combined part-selection, load-sharing and machineloading problem in flexible manufacturing system . International Journal of Production Research , 13 : 2335 – 2349 .
  • LIANG , M. and DUTTA , S. P. 1993a . Solving a combined part-selection, machine loading and tool-configuration problem in flexible manufacturing system . Production and Operations Management , 2 : 97 – 113 .
  • LIANG , M. and DUTTA , S. P. 1993b . An integrated approach to part-selection and machine loading problem in a class of flexible manufacturing systems . European Journal of Operational Research , 67 : 387 – 404 .
  • LIU , C. M. and DUH , H. S. 1992 . Study of AGVs design and dispatching rules by analytical and simulation methods . International Journal of Computer Integrated Manufacturing , 5 : 290 – 299 .
  • MORENO , A. A. and DING , F.-Y. 1993 . Heuristic for FMS loading and part-type selection problems . International Journal of Flexible Manufacturing System , 5 : 287 – 300 .
  • MUKHOPADHYAY , S. K. , MAITI , B. and GARG , S. 1991 . Heuristic solution to the scheduling problem in flexible manufacturing system . International journal of Production Research , 29 : 2003 – 2024 .
  • MUKHOPADHYAY , S. K. , MIDHA , S. and KRISHNA , V. A. 1992 . A heuristic procedure for loading problem in flexible manufacturing system . International Journal of Production Research , 30 : 2213 – 2228 .
  • MUKHOPADHYAY , S. K. , SINGH , M. K. and SRIVASTAVA , R. 1998 . FMS machine loading: a simulated annealing approach . International Journal of Production Research , 36 : 1526 – 1547 .
  • MUKHOPADHYAY , S. K. and TIWARI , M. K. Solving machine loading problem of FMS by conjoint measurement . Proceedings of the 13th ICPR, Conference . Jerusalem. pp. 74 – 76 .
  • O'GRADY , P. J. and MENON , U. 1987 . Loading a flexible Manufacturing System . International Journal of Production Research , 25 : 1053 – 1068 .
  • SABUNCUOGLU , I. and HOMMERTZHEIM , D. L. 1992 . Experimental investigation of FMS machine and AGV scheduling rules against the mean flow-time criterion . International Journal of Production Research , 30 : 1617 – 1635 .
  • SARIN , S. C. and CHEN , C. S. 1987 . The machine loading and tool allocation problem in a flexible manufacturing system . International Journal of Production Research , 25 : 1081 – 1094 .
  • SAWIK , T. J. 1988 . Modelling and scheduling a batch-type production on identical machines . European Journal of Operational Research , 35 : 393 – 400 .
  • SAWIK , T. J. 1990 . Modelling and scheduling of a flexible manufacturing system . European Journal of Operational Research , 45 : 177 – 190 .
  • SAWIK , T. J. 1996 . A multilevel machine and vehicle scheduling in a flexible manufacturing system . Mathematical Computational Modeling , 23 : 45 – 57 .
  • SHANKER , K. and SRINAVASULU , A. 1989 . Some solution methodologies for a loading problem in a flexible manufacturing system . International Journal of Production Research , 27 (6) : 1019 – 1034 .
  • SHANKER , K. and TZEN , Y. J. 1985 . A loading and despatching problem in a random FMS . International Journal of Production Research , 23 : 579 – 595 .
  • SHANTIKUMAR , J. J. and YAO , D. D. 1987 . Optimal Server allocation in a system of multiserver stations . Management Science , 33 : 1173 – 1182 .
  • SHANTIKUMAR , J. J. and YAO , D. D. 1988 . On server allocation in multiple centre manufacturing system . Operation Research , 36 : 333 – 342 .
  • SINGHAL , K. , FINE , C. H. , MEREDITH , J. R. and SURI , R. 1987 . Research and Models for automated manufacturing . Interfaces , 17 : 5 – 14 .
  • STECKE , K. E. 1983 . Formulation and solution of nonlinear integer production planning problem for flexible manufacturing system . Management Science , 29 : 273 – 288 .
  • STECKE , K. E. and MORIN , T. L. 1985 . The optimality of balancing workload in certain types of flexible manufacturing system . European Journal of Operational Research , 20 : 68 – 82 .
  • TIWARI , M. K. , HAZARIKA , B. , VIDYARTHI , N. K. , JAGGI , P. and MUKHOPADHYAY , S. K. 1997 . A heuristic solution approach to the machine loading problem of FMS and its petrinet model . International Journal of Production Research , 35 : 2269 – 2284 .
  • TIWARI , M. K. and VIDYARTHI , N. K. 2000 . Solving machine loading problem in flexible manufacturing system using genetic algorithm based heuristic approach . International Journal of Production Research , 38 : 3357 – 3384 .
  • VAN LOOVEREN , A. L. , GELDERS , J. L. F. and VAN WASSENHOVE , L. N. 1986 . “ A review of FMS planning models ” . In Modeling and Design of Flexible Manufacturing System , Edited by: Kusiak , A. 3 – 31 . Amsterdom : Elsevier .
  • WELLMAN , M. A. and GEMMILL , D. D. 1995 . A genetic algorithm approach to optimization of asynchronous automatic assembly system . The International Journal of Flexible Manufacturing System , 7 : 27 – 46 .
  • ZADEH , L. A. 1965 . Fuzzy sets . Information and Control , 8 : 338 – 353 .

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:

Order Reprints Request Corporate Permissions

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:

Request Academic Permissions

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.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.