BibTex RIS Kaynak Göster

A NEW HYBRID APPROACH TO SOLVE CELL FORMATION PROBLEM WITH ALTERNATIVE ROUTINGS

Yıl 2013, Cilt: 14 Sayı: 2, 105 - 118, 31.10.2013

Öz

In this study a hybrid approach based on Particle Swarm Optimization (PSO) and Competitive Neural Network (CNN) is proposed to solve cell formation problems with alternative routings. Particles in PSO are decoded as representation of routings which will be followed by each part. By using the route information of the particles a cell formation problem without alternative routings corresponding to each particle is obtained. This reduced problem is solved by a Competitive Neural Network approach and its grouping efficacy result is assigned to particle as a fitness value.  Furthermore, in order to demonstrate efficiency of the PSO-CNN hybrid approach, proposed method is compared with purely PSO and Simulated Annealing – CNN hybrid as other two methods developed for solving same problem. Performance of the PSO-CNN approach is shown on the test problems with comparisons.

Kaynakça

  • A. Baalkur and J. H Steudel, “A Within-Cell Utilization Based Heuristic for Designing Cellular Manufacturing Systems”, International Journal of Production Research, vol. 25(5), 639-665, 1987.
  • A. Kusiak, “The Generalized Group Technology Concept”, International Journal of Production Research, vol. 25(4), 561-569, 1987.
  • B. Adenso-Díaz, S. Lozano, J. Racerob and F

ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM

Yıl 2013, Cilt: 14 Sayı: 2, 105 - 118, 31.10.2013

Öz

Kaynakça

  • A. Baalkur and J. H Steudel, “A Within-Cell Utilization Based Heuristic for Designing Cellular Manufacturing Systems”, International Journal of Production Research, vol. 25(5), 639-665, 1987.
  • A. Kusiak, “The Generalized Group Technology Concept”, International Journal of Production Research, vol. 25(4), 561-569, 1987.
  • B. Adenso-Díaz, S. Lozano, J. Racerob and F
Toplam 3 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Bölüm Araştırma Makalesi
Yazarlar

Mümin Sönmez

Gürkan Öztürk

Yayımlanma Tarihi 31 Ekim 2013
Yayımlandığı Sayı Yıl 2013 Cilt: 14 Sayı: 2

Kaynak Göster

APA Sönmez, M., & Öztürk, G. (2013). ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, 14(2), 105-118.
AMA Sönmez M, Öztürk G. ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM. AUBTD-A. Kasım 2013;14(2):105-118.
Chicago Sönmez, Mümin, ve Gürkan Öztürk. “ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 14, sy. 2 (Kasım 2013): 105-18.
EndNote Sönmez M, Öztürk G (01 Kasım 2013) ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 14 2 105–118.
IEEE M. Sönmez ve G. Öztürk, “ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM”, AUBTD-A, c. 14, sy. 2, ss. 105–118, 2013.
ISNAD Sönmez, Mümin - Öztürk, Gürkan. “ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 14/2 (Kasım 2013), 105-118.
JAMA Sönmez M, Öztürk G. ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM. AUBTD-A. 2013;14:105–118.
MLA Sönmez, Mümin ve Gürkan Öztürk. “ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, c. 14, sy. 2, 2013, ss. 105-18.
Vancouver Sönmez M, Öztürk G. ALTERNATİF ROTALI HÜCRE OLUŞTURMA PROBLEMLERİNİN ÇÖZÜMÜ İÇİN YENİ BİR MELEZ YAKLAŞIM. AUBTD-A. 2013;14(2):105-18.