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AN APPLICATION OF TABU SEARCH: PART SELECTION AND TOOL MAGAZINE CONFIGURATION IN FLEXIBLE MANUFACTURING SYSTEMS

Yıl 2006, Cilt: 21 Sayı: 2, 221 - 227, 01.03.2013

Öz

Part selection is one of the major problems of the flexible manufacturing systems. Since the problem is combinatorial, it is hard to solve this type of problems by using conventional mathematical programming techniques. In this study, part selection, operation assignment and tool magazine configuration problems are formulated as a joint mixed integer programming model and solved by a tabu search algorithm. The performance of the algorithm, for which the best parameter set is determined by factorial design analysis, is tested on the random generated problems with different sizes. The results are compared with those of the mathematical model. 

Kaynakça

  • Stecke, K. E., “Design, Planning, Scheduling and
  • Control Problems of Flexible Manufacturing
  • Systems”, Annals of Operation Research, Cilt 3,
  • -12, 1985.
  • Hwang, S., “A Constraint-directed Method to
  • Solve the Part Type Selection Problem in
  • Flexible Manufacturing Systems Planning Stage”,
  • Proceedings of the Second ORSA/TIMS
  • Conference on Flexible Manufacturing
  • Systems: Operation Research Models and
  • Applications, edited by K.E. Stecke and R. Suri,
  • Elsevier Science Publishers B.V., Amsterdam,
  • -309, 1986.
  • Rajagopalan, S., “Formulation and Heuristic
  • Solutions for Parts Grouping and Tool Loading in
  • Flexible Manufacturing Systems”, Proceedings
  • of the Second ORSA/TIMS Conference on
  • Flexible Manufacturing Systems: Operation
  • Research Models and Applications, edited by
  • K.E. Stecke and R. Suri, Elsevier Science
  • Publishers B.V., Amsterdam, 311-320, 1986.
  • Hwan S.S. ve Shogan A.W., “Modelling and
  • solving an FMS part selection problem”,
  • International Journal of Production Research,
  • Cilt 27, 1349-1366, 1989.
  • Moreno, A.A. ve Ding, F.Y., “Heuristics for the
  • FMS loading and part type selection problems”,
  • International Journal of Flexible
  • Manufacturing Systems, Cilt 5, 287-300, 1993.
  • Srivastava, B. ve Chen, W.H., “Part type
  • selection problem in flexible manufacturing systems: tabu search algorithms”, Annals of
  • Operations Research, Cilt 41, 279-297, 1993.
  • Srivastava, B. ve Chen, W.H., “Batching in
  • production planning for flexible manufacturing
  • systems”, International Journal of Production
  • Economics, Cilt 43, 127-137, 1996.
  • Lee, D.H. ve Kim, Y.D., “A multi-period order
  • selection problem in flexible manufacturing
  • systems”, Journal of the Operational Research
  • Society, cilt 49, 278-286, 1998.
  • Kumar, N. ve Shanker, K., “A genetic algorithm
  • for FMS part type selection and machine loading”,
  • International Journal of Production Research,
  • Cilt 38, No 16, 3861-3887, 2000.
  • Liang, M. ve Dutta, S. P., “An integrated
  • approach to the part selection and machine
  • loading problem in a class of flexible
  • manufacturing systems”, European Journal of
  • Operation Research, Cilt 67, 387-404, 1993.
  • Mukhopadhyay, S.K., Singh, M.K. ve Srivastava,
  • R., “FMS machine loading: a simulated annealing
  • approach”, International Journal of Production
  • Research, Cilt 36, No 6, 1529-1547, 1998.
  • Sarma, U.M.B., Kant, S., Rai, R. ve Tiwari, M.K.,
  • “Modelling the machine loading problem of
  • FMSs and its solution using a tabu-search-based
  • heuristic”, International Journal of Computer
  • Integrated Manufacturing, Cilt 15, No 4, 285-
  • , 2002.
  • Glover, F., “Tabu Search-Part I”, ORSA Journal
  • on Computing, Cilt 1, No 3, 190-206, 1989.
  • Glover, F., “Tabu Search-Part II”, ORSA
  • Journal on Computing, Cilt 2, No 1, 4-32 1990.
  • Glover, F. ve Laguna, M., “Tabu Search”,
  • Kluwer Academic Publishers, USA, Boston,
  • -
  • Arıkan, M., Esnek İmalat Sistemleri’nde Parça
  • Seçimi, Operasyon Atama ve Alet Deposu
  • Yerleşimi İçin Sezgisel Algoritmalar, Doktora
  • Tezi, Gazi Üniversitesi, Fen Bilimleri Enstitüsü,
  • -

BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ

Yıl 2006, Cilt: 21 Sayı: 2, 221 - 227, 01.03.2013

Öz

Parça tipi seçimi, Esnek İmalat Sistemleri’nin temel problemlerinden biridir. Problem kombinatoryal olduğundan geleneksel matematiksel programlama teknikleriyle çözülmesi güçtür. Bu çalışmada, parça tipi seçimi, işlem ve takım atamalarını da dikkate alan karışık tamsayılı bir programlama modeli olarak formüle edilmiş ve bir tabu arama algoritmasıyla çözülmüştür. En iyi parametre seti faktöryel deney tasarımı ile belirlenen algoritmanın etkinliği, rassal olarak üretilmiş farklı büyüklükteki problemler üzerinde test edilmiş ve elde edilen sonuçlar matematiksel model çözümleriyle karşılaştırılmıştır.

Kaynakça

  • Stecke, K. E., “Design, Planning, Scheduling and
  • Control Problems of Flexible Manufacturing
  • Systems”, Annals of Operation Research, Cilt 3,
  • -12, 1985.
  • Hwang, S., “A Constraint-directed Method to
  • Solve the Part Type Selection Problem in
  • Flexible Manufacturing Systems Planning Stage”,
  • Proceedings of the Second ORSA/TIMS
  • Conference on Flexible Manufacturing
  • Systems: Operation Research Models and
  • Applications, edited by K.E. Stecke and R. Suri,
  • Elsevier Science Publishers B.V., Amsterdam,
  • -309, 1986.
  • Rajagopalan, S., “Formulation and Heuristic
  • Solutions for Parts Grouping and Tool Loading in
  • Flexible Manufacturing Systems”, Proceedings
  • of the Second ORSA/TIMS Conference on
  • Flexible Manufacturing Systems: Operation
  • Research Models and Applications, edited by
  • K.E. Stecke and R. Suri, Elsevier Science
  • Publishers B.V., Amsterdam, 311-320, 1986.
  • Hwan S.S. ve Shogan A.W., “Modelling and
  • solving an FMS part selection problem”,
  • International Journal of Production Research,
  • Cilt 27, 1349-1366, 1989.
  • Moreno, A.A. ve Ding, F.Y., “Heuristics for the
  • FMS loading and part type selection problems”,
  • International Journal of Flexible
  • Manufacturing Systems, Cilt 5, 287-300, 1993.
  • Srivastava, B. ve Chen, W.H., “Part type
  • selection problem in flexible manufacturing systems: tabu search algorithms”, Annals of
  • Operations Research, Cilt 41, 279-297, 1993.
  • Srivastava, B. ve Chen, W.H., “Batching in
  • production planning for flexible manufacturing
  • systems”, International Journal of Production
  • Economics, Cilt 43, 127-137, 1996.
  • Lee, D.H. ve Kim, Y.D., “A multi-period order
  • selection problem in flexible manufacturing
  • systems”, Journal of the Operational Research
  • Society, cilt 49, 278-286, 1998.
  • Kumar, N. ve Shanker, K., “A genetic algorithm
  • for FMS part type selection and machine loading”,
  • International Journal of Production Research,
  • Cilt 38, No 16, 3861-3887, 2000.
  • Liang, M. ve Dutta, S. P., “An integrated
  • approach to the part selection and machine
  • loading problem in a class of flexible
  • manufacturing systems”, European Journal of
  • Operation Research, Cilt 67, 387-404, 1993.
  • Mukhopadhyay, S.K., Singh, M.K. ve Srivastava,
  • R., “FMS machine loading: a simulated annealing
  • approach”, International Journal of Production
  • Research, Cilt 36, No 6, 1529-1547, 1998.
  • Sarma, U.M.B., Kant, S., Rai, R. ve Tiwari, M.K.,
  • “Modelling the machine loading problem of
  • FMSs and its solution using a tabu-search-based
  • heuristic”, International Journal of Computer
  • Integrated Manufacturing, Cilt 15, No 4, 285-
  • , 2002.
  • Glover, F., “Tabu Search-Part I”, ORSA Journal
  • on Computing, Cilt 1, No 3, 190-206, 1989.
  • Glover, F., “Tabu Search-Part II”, ORSA
  • Journal on Computing, Cilt 2, No 1, 4-32 1990.
  • Glover, F. ve Laguna, M., “Tabu Search”,
  • Kluwer Academic Publishers, USA, Boston,
  • -
  • Arıkan, M., Esnek İmalat Sistemleri’nde Parça
  • Seçimi, Operasyon Atama ve Alet Deposu
  • Yerleşimi İçin Sezgisel Algoritmalar, Doktora
  • Tezi, Gazi Üniversitesi, Fen Bilimleri Enstitüsü,
  • -
Toplam 71 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Mimarlık
Bölüm Makaleler
Yazarlar

Murat Arıkan Bu kişi benim

Yayımlanma Tarihi 1 Mart 2013
Gönderilme Tarihi 30 Mayıs 2014
Yayımlandığı Sayı Yıl 2006 Cilt: 21 Sayı: 2

Kaynak Göster

APA Arıkan, M. (2013). BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 21(2), 221-227.
AMA Arıkan M. BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ. GUMMFD. Mart 2013;21(2):221-227.
Chicago Arıkan, Murat. “BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ”. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 21, sy. 2 (Mart 2013): 221-27.
EndNote Arıkan M (01 Mart 2013) BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 21 2 221–227.
IEEE M. Arıkan, “BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ”, GUMMFD, c. 21, sy. 2, ss. 221–227, 2013.
ISNAD Arıkan, Murat. “BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ”. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 21/2 (Mart2013), 221-227.
JAMA Arıkan M. BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ. GUMMFD. 2013;21:221–227.
MLA Arıkan, Murat. “BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ”. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, c. 21, sy. 2, 2013, ss. 221-7.
Vancouver Arıkan M. BİR TABU ARAMA UYGULAMASI: ESNEK İMALAT SİSTEMLERİ’NDE PARÇA SEÇİMİ VE TAKIM MAGAZİNİ YERLEŞİMİ. GUMMFD. 2013;21(2):221-7.