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Bulanık Dematel Yöntemiyle Makine Seçimini Etkileyen Kriterlerin Değerlendirilmesi

Year 2013, Volume: 22 Issue: 1, 157 - 172, 01.06.2013

Abstract

Machine selection for businesses is a critical decision for the performance of production systems The machine decision making process for the selection of the underlying taken into account criteria interactions and dependence on each other is important In this study the problem of selection of the machine in a textile firm the criteria DEMATEL method is proposed to reveal the relationships with each other In addition to overcome uncertainty in decision making and human judgments DEMATEL method the fuzzy set theory in order to evaluate the numerical values used In practice the proposed model the relationships between each other causal diagram of criteria have been introduced Keywords: DEMATEL Machine Selection Mult Criteria Decision Making

References

  • Aksakal E.ve Dağdeviren, M. (2010), “ANP ve DEMATEL Yöntemleri İle Personel Seçimi Problemine Bütünleşik bir Yaklaşım”, Gazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, Cilt 25, No 4, 905-910.
  • Baykasoğlu, A., Kaplanoğlu, V., Durmuşoğlu, Z., Şahin, C., (2013), “Integrating Fuzzy DEMATEL And Fuzzy Hierarchical TOPSIS Methods For Truck Selection” Expert Systems With Applications, Volume 40, Issue 3, 15, 899-907
  • Büyüközkan, G.,Çifçi G., (2012), “A Novel Hybrid MCDM Approach Based On Fuzzy DEMATEL, Fuzzy ANP And Fuzzy TOPSIS To Evaluate Green Suppliers”, Expert Systems With Applications, Volume 39, Issue 3, 15 February 2012, 3000-3011
  • Chang, B.,Chang, C.W., Wu, C.H. (2011), “Fuzzy DEMATEL Method For Developing Supplier Selection Criteria”, Expert Systems With Applications, Volume 38, Issue 3, March 2011, 1850-1858
  • Cheng, C. C., Chen, C.T., Hsiu F.S., Hu, H.Y., (2012), “Enhancing Service Quality Improvement Strategies Of Fine-Dining Restaurants: New Insights From Integrating A Two-Phase Decision-Making Model Of IPGA And DEMATEL Analysis”, International Journal Of Hospitality Management, Volume 31, Issue 4, December 2012, 1155-1166
  • Ertugrul İ., (2007), “Bulanık Analitik Hiyerarşi Süreci ve Bir Tekstil İşletmesinde Makine Seçim Problemine Uygulanması”, Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, Cilt 25, Sayı 1, 171-192.
  • Ho, L.H., Feng, S. Y., Lee, Y. C., Yen T. M.,(2012), “Using Modified IPA To Evaluate Supplier’s Performance: Multiple Regression Analysis and DEMATEL Approach”, Expert Systems With Applications, 39, 7102–7109.
  • Horng, J. S., Liu, C. H., Chou, S.F., Tsai, C.Y., (2012), “Creativity As A Critical Criterion For Future Restaurant Space Design: Developing A Novel Model With DEMATEL Application”, International Journal of Hospitality Management, 31 July 2012, Hu, H. Y., Lee, Y.C., Yen, T.M., Tsai, C. H. (2009). “Using BPNN And DEMATEL To Modify Importance–Performance Analysis Model – A Study of The Computer Industry”, Expert Systems With Applications, 36, 9969–9979.
  • Hu, H.Y., Chiu, S., Cheng, C.C., Yen, T.M.(2011), “Applying The IPA And DEMATEL Models To Improve The Order-Winner Criteria: A Case Study Of Taiwan’s Network Communication Equipment Manufacturing Industry”, Expert Systems with Applications, Volume 38, Issue 8, 9674-9683
  • Hung, S. J. (2011), “Activity-Based Divergent Supply Chain Planning For Competitive Advantage In The Risky Global Environment: A DEMATEL-ANP Fuzzy Goal Programming Approach”, Expert Systems With Applications, Volume 38, Issue 8, 9053-9062
  • Jassbi, J., Mohamadnejad, F., Nasrollahzadeh, H., (2011), “A Fuzzy DEMATEL Framework For Modeling Cause And Effect Relationships of Strategy Map”, Expert Systems With Applications, 38, 5967–5973.
  • Kaya, İ., Kılınç M.S., Çevikçan E., (2008), “Makine–Teçhizat Seçim Probleminde Bulanık Karar Verme Süreci”, Mühendis ve Makine, Cilt: 49, Sayı: 579.
  • Öztürk, O. (2009), “Türkiye Karayollarında, Trafik Kazalarının Nedeni ve Bu kazaların Analizi”, Gazi Üniversitesi Fen Bilimleri Enstitüsü, Yayınlanmamış Yüksek Lisans Tezi, Ankara.
  • Perçin S., (2012), “Bulanık AHS ve TOPSIS Yaklaşımının Makine-Teçhizat Seçimine Uygulanması”, Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Cilt 21, 169-184.
  • Shieh, J., Wu, H.H., Huang, K.K.(2010), “A DEMATEL Method In Identifying Key Success Factors Of Hospital Service Quality”, Knowledge-Based Systems, Volume 23, Issue 3, April 2010, 277-282
  • Vujanovic, D., Momcˇilovic, Bojovic, V.N., Papic, V. (2012), “Evaluation of Vehicle Fleet Maintenance Management Indicators By Application of DEMATEL and ANP”, Expert Systems With Applications, 39, 10552–10563.
  • Wanga, Y.L., Tzeng, G. H. (2012), “Brand Marketing For Creating Brand Value Based on a MCDM Model Combining DEMATEL With ANP And VIKOR Methods”, Expert Systems With Applications, 39, 5600–5615.
  • Wang, W.C., Lin, Y.H., Lin, C.L., Chung, C.H., Lee, M.T. (2012), “DEMATEL-Based Model To Improve The Performance In A Matrix Organization”, Expert Systems With Applications, Volume 39, Issue 5, April 2012, Pages 4978-4986 Wu, W.W., Lee Y.T., (2007), “Developing Global Managers’ Competencies Using The Fuzzy DEMATEL Method”, Expert Systems With Applications, 32, 499–507. Wu, W.W., (2012), “Segmenting Critical Factors For Successful Knowledge Management Implementation Using The Fuzzy DEMATEL Method”, Applied Soft Computing, Volume 12, Issue 1, January 2012, Pages 527-535, Yang J. L., Tzeng G.H., (2011), “An Integrated MCDM Technique Combined With DEMATEL For A Novel Cluster-Weighted With ANP Method”, , Expert Systems With Applications, Volume 38, Issue 3, March 2011, Pages 1417-1424 Yang,Y.P.O., Shieh, H.M., Tzeng, G.H.,(2011), “A VIKOR Technique Based On DEMATEL And ANP For Information Security Risk Control Assessment”, Information Sciences, In Press, Corrected Proof, Available online 17 September 2011

Bulanık Dematel Yöntemiyle Makine Seçimini Etkileyen Kriterlerin Değerlendirilmesi

Year 2013, Volume: 22 Issue: 1, 157 - 172, 01.06.2013

Abstract

İşletmeler için makine seçimi üretim sistemlerinin performansını etkileyen kritik bir karardır Makine seçimine yönelik karar verme sürecinde göz önünde bulundurulan kriterlerin birbiri üzerindeki etkileşimleri ve kriterlerin bağımlılık dereceleri karar verme sürecinde önemlidir Bu çalışmada tekstil firması için makine seçim probleminde kriterlerin birbirleri ile olan ilişkileri ortaya koymak amacıyla çok kriterli karar verme yöntemlerinden biri olan DEMATEL yöntemi önerilmiştir Ayrıca karar almadaki belirsizliğin üstesinden gelebilmek ve insan yargılarının da sayısal değerlerle değerlendirilebilmesi amacıyla DEMATEL yönteminde bulanık küme teorisinden faydalanılmıştır Uygulamada önerilen modelle kriterlerin birbirleri arasındaki ilişkiler sebep sonuç diyağramı ile ortaya konulmuştur Anahtar Kelimeler: DEMATEL Makine Seçimi Çok Kriterli Karar Verme EVALUATİON OF MACHINE SELECTON CRITERIA BY METHOD OF FUZZY DEMATEL

References

  • Aksakal E.ve Dağdeviren, M. (2010), “ANP ve DEMATEL Yöntemleri İle Personel Seçimi Problemine Bütünleşik bir Yaklaşım”, Gazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, Cilt 25, No 4, 905-910.
  • Baykasoğlu, A., Kaplanoğlu, V., Durmuşoğlu, Z., Şahin, C., (2013), “Integrating Fuzzy DEMATEL And Fuzzy Hierarchical TOPSIS Methods For Truck Selection” Expert Systems With Applications, Volume 40, Issue 3, 15, 899-907
  • Büyüközkan, G.,Çifçi G., (2012), “A Novel Hybrid MCDM Approach Based On Fuzzy DEMATEL, Fuzzy ANP And Fuzzy TOPSIS To Evaluate Green Suppliers”, Expert Systems With Applications, Volume 39, Issue 3, 15 February 2012, 3000-3011
  • Chang, B.,Chang, C.W., Wu, C.H. (2011), “Fuzzy DEMATEL Method For Developing Supplier Selection Criteria”, Expert Systems With Applications, Volume 38, Issue 3, March 2011, 1850-1858
  • Cheng, C. C., Chen, C.T., Hsiu F.S., Hu, H.Y., (2012), “Enhancing Service Quality Improvement Strategies Of Fine-Dining Restaurants: New Insights From Integrating A Two-Phase Decision-Making Model Of IPGA And DEMATEL Analysis”, International Journal Of Hospitality Management, Volume 31, Issue 4, December 2012, 1155-1166
  • Ertugrul İ., (2007), “Bulanık Analitik Hiyerarşi Süreci ve Bir Tekstil İşletmesinde Makine Seçim Problemine Uygulanması”, Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, Cilt 25, Sayı 1, 171-192.
  • Ho, L.H., Feng, S. Y., Lee, Y. C., Yen T. M.,(2012), “Using Modified IPA To Evaluate Supplier’s Performance: Multiple Regression Analysis and DEMATEL Approach”, Expert Systems With Applications, 39, 7102–7109.
  • Horng, J. S., Liu, C. H., Chou, S.F., Tsai, C.Y., (2012), “Creativity As A Critical Criterion For Future Restaurant Space Design: Developing A Novel Model With DEMATEL Application”, International Journal of Hospitality Management, 31 July 2012, Hu, H. Y., Lee, Y.C., Yen, T.M., Tsai, C. H. (2009). “Using BPNN And DEMATEL To Modify Importance–Performance Analysis Model – A Study of The Computer Industry”, Expert Systems With Applications, 36, 9969–9979.
  • Hu, H.Y., Chiu, S., Cheng, C.C., Yen, T.M.(2011), “Applying The IPA And DEMATEL Models To Improve The Order-Winner Criteria: A Case Study Of Taiwan’s Network Communication Equipment Manufacturing Industry”, Expert Systems with Applications, Volume 38, Issue 8, 9674-9683
  • Hung, S. J. (2011), “Activity-Based Divergent Supply Chain Planning For Competitive Advantage In The Risky Global Environment: A DEMATEL-ANP Fuzzy Goal Programming Approach”, Expert Systems With Applications, Volume 38, Issue 8, 9053-9062
  • Jassbi, J., Mohamadnejad, F., Nasrollahzadeh, H., (2011), “A Fuzzy DEMATEL Framework For Modeling Cause And Effect Relationships of Strategy Map”, Expert Systems With Applications, 38, 5967–5973.
  • Kaya, İ., Kılınç M.S., Çevikçan E., (2008), “Makine–Teçhizat Seçim Probleminde Bulanık Karar Verme Süreci”, Mühendis ve Makine, Cilt: 49, Sayı: 579.
  • Öztürk, O. (2009), “Türkiye Karayollarında, Trafik Kazalarının Nedeni ve Bu kazaların Analizi”, Gazi Üniversitesi Fen Bilimleri Enstitüsü, Yayınlanmamış Yüksek Lisans Tezi, Ankara.
  • Perçin S., (2012), “Bulanık AHS ve TOPSIS Yaklaşımının Makine-Teçhizat Seçimine Uygulanması”, Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Cilt 21, 169-184.
  • Shieh, J., Wu, H.H., Huang, K.K.(2010), “A DEMATEL Method In Identifying Key Success Factors Of Hospital Service Quality”, Knowledge-Based Systems, Volume 23, Issue 3, April 2010, 277-282
  • Vujanovic, D., Momcˇilovic, Bojovic, V.N., Papic, V. (2012), “Evaluation of Vehicle Fleet Maintenance Management Indicators By Application of DEMATEL and ANP”, Expert Systems With Applications, 39, 10552–10563.
  • Wanga, Y.L., Tzeng, G. H. (2012), “Brand Marketing For Creating Brand Value Based on a MCDM Model Combining DEMATEL With ANP And VIKOR Methods”, Expert Systems With Applications, 39, 5600–5615.
  • Wang, W.C., Lin, Y.H., Lin, C.L., Chung, C.H., Lee, M.T. (2012), “DEMATEL-Based Model To Improve The Performance In A Matrix Organization”, Expert Systems With Applications, Volume 39, Issue 5, April 2012, Pages 4978-4986 Wu, W.W., Lee Y.T., (2007), “Developing Global Managers’ Competencies Using The Fuzzy DEMATEL Method”, Expert Systems With Applications, 32, 499–507. Wu, W.W., (2012), “Segmenting Critical Factors For Successful Knowledge Management Implementation Using The Fuzzy DEMATEL Method”, Applied Soft Computing, Volume 12, Issue 1, January 2012, Pages 527-535, Yang J. L., Tzeng G.H., (2011), “An Integrated MCDM Technique Combined With DEMATEL For A Novel Cluster-Weighted With ANP Method”, , Expert Systems With Applications, Volume 38, Issue 3, March 2011, Pages 1417-1424 Yang,Y.P.O., Shieh, H.M., Tzeng, G.H.,(2011), “A VIKOR Technique Based On DEMATEL And ANP For Information Security Risk Control Assessment”, Information Sciences, In Press, Corrected Proof, Available online 17 September 2011
There are 18 citations in total.

Details

Primary Language Turkish
Journal Section Articles
Authors

Yrd.doç.dr. Arzu Organ This is me

Publication Date June 1, 2013
Submission Date December 29, 2013
Published in Issue Year 2013 Volume: 22 Issue: 1

Cite

APA Organ, Y. A. (2013). Bulanık Dematel Yöntemiyle Makine Seçimini Etkileyen Kriterlerin Değerlendirilmesi. Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 22(1), 157-172.