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Üçüncü Parti Lojistik (3PL) Firmanın Analitik Hiyerarşi Süreciyle (AHS) Belirlenmesi

Year 2013, Volume: 5 Issue: 2, 12 - 20, 15.06.2013

Abstract

Üçüncü parti lojistik (3PL), işletmenin ana faaliyetleri dışında kalan lojistik aktivitelerinin tamamını ya da bir kısmını işletme dışındaki firmalara yaptırması olarak tanımlanabilir. İşletmeler, küresel dünyada rekabet avantajı elde etmek, ana faaliyet alanına odaklaşmak, maliyetlerini düşürmek gibi nedenlerden dolayı 3PL firma ile çalışmak istemektedirler. 3PL firma ile uzun süreli stratejik ilişkiye girilmesinden dolayı bu tür firmaları seçmek, işletme yöneticileri için kolay olmamaktadır. Bu çalışmada, çok ölçütlü karar verme (ÇÖKV) tekniklerinden analitik hiyerarşi süreci (AHS) yöntemi uygulanarak 3PL firma seçimi için bir model geliştirilmiştir. Modelin faktörleri ve hiyerarşik yapısı uluslararası çalışmalar incelenerek ve konusunda uzman kişilerin ve bilim adamlarının görüşleri dikkate alınarak belirlenmiştir. Ölçütlerin ağırlıklarını belirlemek için oluşturulan ikili karşılaştırma matrislerinin verileri, dört kişiden oluşan uzman bir ekibin yargıları sonucu belirlenmiştir.

References

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Tzeng, “A Third Party Logistics Provider for the Best Selection in Fuzzy Dynamic Decision Environments”, International Journal of Fuzzy Systems, Vol 11, No 1, pp. 1-9, 2009. [7] L. Meade and J. Sarkis, “A conceptual model for selecting and evaluating third-party reverse logistics providers”, Supply Chain Management: An International Journal, Vol 7, No 5, pp. 283-295, 2002. [8] S. Jharkharia and R. Shankar, “Selection of logistics service provider: An analytic network process approach”, The International Journal of Management Science, Vol 35, No 3, pp. 274–289, 2007. [9] C. Sun, Y. Pan and R. Bi, “Study on third-party logistics service provider selection evaluation indices system based on analytic network process with BOCR”, Logistics Systems and Intelligent Management, International Conference on, pp. 1013 – 1017, 2010. [10] A. Aguezzoul, B. Rabenasolo and A. M. 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Rizzi, “A Fuzzy TOPSIS Methodology to Support Outsourcing of Logistic Services”, Supply Chain Management: An International Journal, Vol. 11, No. 4, pp. 294-308, 2006. [15] A. Hamdan and K. J. Rogers, “Evaluating the Efficiency of 3PL Logistics Operations”, International Journal of Production Economics, Vol. 113, pp. 235–244, 2008. [16] R. F. Saen, “A new model for selecting third-party reverse logistics providers in the presence of multiple dual-role factors”, The International Journal of Advanced Manufacturing Technology, Vol. 46, No. 1-4, pp. 405–410, 2010. [17] M. Azadi, and R. F. Saen, “A new chance-constrained data envelopment analysis for selecting third-party reverse logistics providers in the existence of dual-role factors”, Expert Systems with Applications, Vol. 38, pp. 12231–12236, 2011. [18] F. Y. Chen, S. H. Hum and J. Sun, “Analysis of third-party warehousing contracts with commitments”, European Journal of Operational Research, Vol. 131, No. 3, pp. 603-610, 2001. [19] C. 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Büyükozan, “Application of a hybrid intelligent decision support model in logistics outsourcing” , Computers & Operations Research, Vol. 34, pp. 3701– 3714, 2007. [24] T. Efendiğil, S. Önüt and K. Kongar, “A holistic approach for selecting a third-party reverse logistics provider in the presence of vagueness”, Computers & Industrial Engineering, Vol. 54, pp. 269–287, 2008. [25] W. Ying and S. Dayong, “Multi-agent framework for third party logistics in E-commerce”, Expert Systems with Applications, Vol. 29, No. 2, pp. 431-436, 2005. [26] J. Zhou, B. Li and Y. Wang, “Research on the Third Party Supplier of Reverse Logistics Selection under Low-carbon Economic Society”, Mechatronic Science, Electric Engineering and Computer (MEC), International Conference, 2547 – 2550, 2011. [27] D. Andersson and A. Norrman, “Procurement of logistics services—a minutes work or a multi-year project?”, European Journal of Purchasing and Supply Management, Vol. 8, No. 1, pp. 3–14, 2002. [28] S. M. Aghazadeh, “How to Choose an Effective Third Party Logistics Provider”, Management Research News, Vol. 26, No 7, pp 50 – 58, 2003. [29] G. Vaidyanathan, “A Framework For Evaluating Third-Party Logistics”, Communications of the ACM, Vol. 48, No. 1, pp. 89-94, 2005. [30] W. Xu, S. Zhao and L. Lu, “Empirical study on selection and evaluation of TPL based on CS”, IEEE, International Conference on Uncertainty Reasoning and Knowledge Engineering, 978-1-4244-9983, 2011. [31] M. N. Qureshi, D. Kumar and P. Kumar, “Performance Evaluation of 3PL Services Provider Using AHP and TOPSIS: A Case Study”, The Icfai Journal of Supply Chain Management, Vol. 4, No. 3, pp. 20-38, 2007. [32] J. Cao, G. Cao and W. Wang, “A hybrid MCMD integrated borda function and gray rational analysis for 3PL selection”, Grey Systems and Intelligent Services, IEEE International Conference on, 215-220, 2007. [33] S. Kasture, M. N. Qureshi, P. Kumar and I. Gupta, “FAHP Sensitivity Analysis for Selection of Third Party Logistics (3PL) Service Providers”, The Icfai University Journal of Supply Chain Management, Vol. 5, No. 4, pp. 41-60, 2008. [34] J. Cao, W. w. Wang, and G. Cao, “Integration of the Social Welfare Function and TOPSIS Algorithm for 3PL Selection”, Fuzzy Systems and Knowledge Discovery, Fourth International Conference on, 596-600, 2007. [35] D. Wangi, W. Guo ve K. Chen, “A Method of Third-Party Logistics Providers Selection and Transportation Assignments with FAHP and GP”, IEEE, Wireless Communications, Networking and Mobile Computing, 4th International Conference on, 1-4, 2008. [36] X. Guoyi and C. Xiaohua, “Research on the third party logistics supplier selection evaluation based on AHP and entropy”, Mechatronic Science, Electric Engineering and Computer (MEC), International Conference on, 788-792, 2011. [37] H. S. Xiao, W. P. Yang, L. H. Chen and H. Y. Yang, “Research on the Choice of the Third-Party Reverse Logistics Enterprise Based on the Method of AHP and Goal Programming”, Advanced Materials Research, Vol. 452-453, pp. 581-585, 2012. [38] V. Ravi, “Selection of third-party reverse logistics providers for End-of- Life computers using TOPSIS-AHP based approach”, International Journal of Logistics Systems and Management, Vol. 11, No. 1, pp. 24- 37, 2012. [39] Liou James H ve Yu-Tai Chuang, “Developing a hybrid multi-criteria model for selection of outsourcing providers”, Expert Systems with Applications, Cilt 37, 3755–3761, 2010. [40] Huo, H., ve Wei, Z., “Selection of third party logistics providers based on modified grey multi-hierarchical evaluation method”, Control and Decision Conference, Chinese, 2363 – 2368, 2008. [41] Wong, JT., “DSS for 3PL provider selection in global supply chain: combining the multi-objective optimization model with experts’ opinions”, Springer Science+Business Media, LLC, 2010. [42] T. L. Saaty, The Analytic Hierarchy Process, New York: McGraw-Hill, 1980 [43] T. L. Saaty, Fundamentals of Decision Making and Priority Theory, Pittsburgh: RWS Publications, USA, 2000. [44] T. L. Saaty, Fundamentals of Decision Making and Priority Theory With The Analytical Hierarchy Process, RWS Publ. Pittsburg, ,s 69-84, 1994. [45] T. L. Saaty, The Analytic Hierarchy Process for Decision Making, Kobe, Japan, 1999. [46] X. Guoyi and C. Xiaohua, “Research on the third party logistics supplier selection evaluation based on AHP and entropy”, Mechatronic Science, Electric Engineering and Computer (MEC), International Conference on, 788-792, 2011. [47] V. Lai, B.K. Wong and W. Cheung, “Group decision making in a multiple criteria environment: A case using the AHP in the software selection”, European Journal of Operational Research, Vol. 137, No. 1, pp. 134–144, 2002. [48] A. Aktepe ve S.ERSOZ, “A Fuzzy Analytic Hierarchy Process Model For Supplier Selection And A Case Study”, International Journal of Research and Development, Vol.3, No.1, January 2011 [49] H. Zhang, X. Li, W. Liu, B. Li, and Z. Zhang, “An application of the AHP in 3PL vendor selection of a 4PL system”, Systems, Man and Cybernetics, IEEE International Conference on, Cilt 2, 1255–1260, 2004. [50] H. Göl and B. Çatay, “Third-party logistics provider selection: insights from a Turkish automotive company”. Supply Chain Management: An International Journal, Vol. 12, No. 6, pp. 379-384, 2007. [51] Karagül Hasan ve M. Murat Albayrakoglu, “Selecting a Third-Party Logistics Provider for an automotive company: an Analytic Hierarchy Process model”, ISAHP, Viña Del Mar, Chile, August 3-6, 2007. [52] A. Vijayvargiya and A. K. Dey, "An analytical approach for selection of a logistics provider", Management Decision, Vol. 48, No. 3, 403–418, 2010. [53] S.H Soh, “A decision model for evaluating third-party Logistics providers using fuzzy analytic hierarchy Process”, African Journal of Business Management, Vol. 4, No. 3, pp. 339-349, 2010. [54] Fu, K., Xu, J., Zhang, Q., ve Miao, Z., “An AHP-based Decision Support Model for 3PL Evaluation”, IEEE, Service Systems and Service Management (ICSSSM), 7th International Conference on, 1-6, 2010. [55] A. Öztürk, Ş. Erdoğmuş ve V. S. Arıkan, “Analitik Hiyerarsi Süreci (AHS) Kullanılarak Tedarikçilerin Degerlendirilmesi: Bir Tekstil Firmasında Uygulama”, Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, Cilt: 26, Sayı: 1, s. 93-112, 2011. [56] G. Bayraktaroğlu ve Ö. Özgen, “Sosyal sorumluluk konusunda tüketicilerin beklentileri: analitik hiyerarşi süreci yöntemi ile önceliklerin belirlenmesi”, Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, Cilt: 22, Sayı: 1, 12008. [57] A.Eleren, “Kuruluş yeri seçiminin analitik hiyerarşi süreci yöntemi ile belirlenmesi; deri sektörü örneği”, Atatürk Üniversitesi, İktisadi ve İdari Bilimler Dergisi, Cilt: 20, Sayı: 2, s. 405-4016, 2006. [58] R. F. Dyer and E. H. Forman, “Group decision support with the analytic hierarchy process”, Decision Support Systems, Vol. 8, No. 2, pp. 99-124. 1992

Selecting the Third Party Logistic(3PL)Firm through the Analytic Hierarchy Process (AHP)

Year 2013, Volume: 5 Issue: 2, 12 - 20, 15.06.2013

Abstract

Third-Party Logistics can be defined as getting the outsider firms to do some certain parts or the whole of the firm’s logistics activities except for the major activities of the firm. Business firms choose to work with the 3PL firms owing to some reasons such as; gaining competitive advantage in the global world, focusing on the major activities, reducing the costs etc. Choosing this kind of firms is not easy for the business managers in view of entering into a long-term strategic relation with the 3PL firm. In this study, we developed a desicion model for the selection of 3PL company applying the Analytic Hierarchy Process (AHP) that is one of the Multiple-Criteria Desicion Making techniques.The criteria and the hierarchical structure used in the desicion model was formed by reviewing the international studies and considering the views of the experts and scientists.The pair- comparison matrices’ datas,constituted for assigning the density of the criterias,were assigned by considering the conclusion of a team of experts consisting of four people.

References

  • [1] E. J. Bardi, C.J. Langley and J. J. Coyle, The anagement of Business Logistics A Supply Chain Perspective, 24, 2002. [2] B. Ashenbaum, A. Maltz and E. Rabinovich, “Studies of Trends in Third-Party Logistics Usage: What Can We Conclude?”, Transportation Journal, Vol.44, No.3, p. 44. 2005. [3] O. Kulak and C. Kahraman, “Fuzzy Multi-Criterion Selection Among Transportation Companies Using Axiomatic Design and Analytic Hierarchy Process”, Information Sciences, Vol 170, pp. 191-210, 2005. [4] E. Çakır, H. Tozan and Ö. Vayvay “A method for selecting third party logisticservice provider using fuzzy AHP”, Journal of Naval Science and Engineering, Vol 5, No 3, s. 38-45, 2009. [5] R. S. Bhatti, P. Kumar and D. Kumar, “A Fuzzy AHP model for 3PL selection in Lead Logistics Provider scenarios”, Enterprise Information Systems and Implementing IT Infrastructures: Challenges and Issues, pp. 261-277, India, 2010. [6] Z. Chiang and G. H. Tzeng, “A Third Party Logistics Provider for the Best Selection in Fuzzy Dynamic Decision Environments”, International Journal of Fuzzy Systems, Vol 11, No 1, pp. 1-9, 2009. [7] L. Meade and J. Sarkis, “A conceptual model for selecting and evaluating third-party reverse logistics providers”, Supply Chain Management: An International Journal, Vol 7, No 5, pp. 283-295, 2002. [8] S. Jharkharia and R. Shankar, “Selection of logistics service provider: An analytic network process approach”, The International Journal of Management Science, Vol 35, No 3, pp. 274–289, 2007. [9] C. Sun, Y. Pan and R. Bi, “Study on third-party logistics service provider selection evaluation indices system based on analytic network process with BOCR”, Logistics Systems and Intelligent Management, International Conference on, pp. 1013 – 1017, 2010. [10] A. Aguezzoul, B. Rabenasolo and A. M. Jolly-Desodt, “Multicriteria decision aid tool for third-party logistics providers’ selection”, International Conference on Service Systems and Service Management, Troyes, France, pp. 912–916, 2006. [11] K. Govindan, M. C. Grigore, and D. Kannan, “Ranking of third party logistics provider using fuzzy Electre II”, Computers and Industrial Engineering (CIE) 40th International Conference on, pp. 1-5, 2010. [12] M. N. Qureshi, D. Kumar and P. Kumar, “Selection of Potential 3PL Services Providers using TOPSIS with Interval Data”, Industrial Engineering and Engineering Management, IEEE International Conference on, pp. 1512-1516, 2007. [13] M. N. Qureshi, D. Kumar, and P. Kumar, “3PL Evaluation and Selection Under a Fuzzy Environment: A Case Study”, The Icfai Journal of Supply Chain Management, Vol 5, No 1, 2008. [14] E. Bottani and A. Rizzi, “A Fuzzy TOPSIS Methodology to Support Outsourcing of Logistic Services”, Supply Chain Management: An International Journal, Vol. 11, No. 4, pp. 294-308, 2006. [15] A. Hamdan and K. J. Rogers, “Evaluating the Efficiency of 3PL Logistics Operations”, International Journal of Production Economics, Vol. 113, pp. 235–244, 2008. [16] R. F. Saen, “A new model for selecting third-party reverse logistics providers in the presence of multiple dual-role factors”, The International Journal of Advanced Manufacturing Technology, Vol. 46, No. 1-4, pp. 405–410, 2010. [17] M. Azadi, and R. F. Saen, “A new chance-constrained data envelopment analysis for selecting third-party reverse logistics providers in the existence of dual-role factors”, Expert Systems with Applications, Vol. 38, pp. 12231–12236, 2011. [18] F. Y. Chen, S. H. Hum and J. Sun, “Analysis of third-party warehousing contracts with commitments”, European Journal of Operational Research, Vol. 131, No. 3, pp. 603-610, 2001. [19] C. Araz, P. M. Özfırat and İ. Özkarahan, “An integrated multicriteria decision-making methodology for outsourcing management”, Computer and Operations Research, Vol. 34, No. 12, pp. 3738–3756, 2007. [20] B. Ye and Y. Liu, “Research on selection of third party logistics enterprise based on goal programming”, Business and E -Government (ICEE), International Conference on, 1-4, 2011. [21] J. Chen, S. Wang, X. Li and W. Liu, “Directed graph optimization model and its solving method based on genetic algorithm in fourth party Logistics”, IEEE International Conference on Systems Man and Cybernetics, Vol. 2, pp. 1961–1966, 2003. [22] H. J. Ko, C. S. Ko and T. Kim, “A hybrid optimization/simulation approach for a distribution network design of 3PLs”, Computers and Industrial Engineering, Vol. 50, No. 4, pp. 440–449, 2006. [23] G. Işıklar, E. Alptekin and G. Büyükozan, “Application of a hybrid intelligent decision support model in logistics outsourcing” , Computers & Operations Research, Vol. 34, pp. 3701– 3714, 2007. [24] T. Efendiğil, S. Önüt and K. Kongar, “A holistic approach for selecting a third-party reverse logistics provider in the presence of vagueness”, Computers & Industrial Engineering, Vol. 54, pp. 269–287, 2008. [25] W. Ying and S. Dayong, “Multi-agent framework for third party logistics in E-commerce”, Expert Systems with Applications, Vol. 29, No. 2, pp. 431-436, 2005. [26] J. Zhou, B. Li and Y. Wang, “Research on the Third Party Supplier of Reverse Logistics Selection under Low-carbon Economic Society”, Mechatronic Science, Electric Engineering and Computer (MEC), International Conference, 2547 – 2550, 2011. [27] D. Andersson and A. Norrman, “Procurement of logistics services—a minutes work or a multi-year project?”, European Journal of Purchasing and Supply Management, Vol. 8, No. 1, pp. 3–14, 2002. [28] S. M. Aghazadeh, “How to Choose an Effective Third Party Logistics Provider”, Management Research News, Vol. 26, No 7, pp 50 – 58, 2003. [29] G. Vaidyanathan, “A Framework For Evaluating Third-Party Logistics”, Communications of the ACM, Vol. 48, No. 1, pp. 89-94, 2005. [30] W. Xu, S. Zhao and L. Lu, “Empirical study on selection and evaluation of TPL based on CS”, IEEE, International Conference on Uncertainty Reasoning and Knowledge Engineering, 978-1-4244-9983, 2011. [31] M. N. Qureshi, D. Kumar and P. Kumar, “Performance Evaluation of 3PL Services Provider Using AHP and TOPSIS: A Case Study”, The Icfai Journal of Supply Chain Management, Vol. 4, No. 3, pp. 20-38, 2007. [32] J. Cao, G. Cao and W. Wang, “A hybrid MCMD integrated borda function and gray rational analysis for 3PL selection”, Grey Systems and Intelligent Services, IEEE International Conference on, 215-220, 2007. [33] S. Kasture, M. N. Qureshi, P. Kumar and I. Gupta, “FAHP Sensitivity Analysis for Selection of Third Party Logistics (3PL) Service Providers”, The Icfai University Journal of Supply Chain Management, Vol. 5, No. 4, pp. 41-60, 2008. [34] J. Cao, W. w. Wang, and G. Cao, “Integration of the Social Welfare Function and TOPSIS Algorithm for 3PL Selection”, Fuzzy Systems and Knowledge Discovery, Fourth International Conference on, 596-600, 2007. [35] D. Wangi, W. Guo ve K. Chen, “A Method of Third-Party Logistics Providers Selection and Transportation Assignments with FAHP and GP”, IEEE, Wireless Communications, Networking and Mobile Computing, 4th International Conference on, 1-4, 2008. [36] X. Guoyi and C. Xiaohua, “Research on the third party logistics supplier selection evaluation based on AHP and entropy”, Mechatronic Science, Electric Engineering and Computer (MEC), International Conference on, 788-792, 2011. [37] H. S. Xiao, W. P. Yang, L. H. Chen and H. Y. Yang, “Research on the Choice of the Third-Party Reverse Logistics Enterprise Based on the Method of AHP and Goal Programming”, Advanced Materials Research, Vol. 452-453, pp. 581-585, 2012. [38] V. Ravi, “Selection of third-party reverse logistics providers for End-of- Life computers using TOPSIS-AHP based approach”, International Journal of Logistics Systems and Management, Vol. 11, No. 1, pp. 24- 37, 2012. [39] Liou James H ve Yu-Tai Chuang, “Developing a hybrid multi-criteria model for selection of outsourcing providers”, Expert Systems with Applications, Cilt 37, 3755–3761, 2010. [40] Huo, H., ve Wei, Z., “Selection of third party logistics providers based on modified grey multi-hierarchical evaluation method”, Control and Decision Conference, Chinese, 2363 – 2368, 2008. [41] Wong, JT., “DSS for 3PL provider selection in global supply chain: combining the multi-objective optimization model with experts’ opinions”, Springer Science+Business Media, LLC, 2010. [42] T. L. Saaty, The Analytic Hierarchy Process, New York: McGraw-Hill, 1980 [43] T. L. Saaty, Fundamentals of Decision Making and Priority Theory, Pittsburgh: RWS Publications, USA, 2000. [44] T. L. Saaty, Fundamentals of Decision Making and Priority Theory With The Analytical Hierarchy Process, RWS Publ. Pittsburg, ,s 69-84, 1994. [45] T. L. Saaty, The Analytic Hierarchy Process for Decision Making, Kobe, Japan, 1999. [46] X. Guoyi and C. Xiaohua, “Research on the third party logistics supplier selection evaluation based on AHP and entropy”, Mechatronic Science, Electric Engineering and Computer (MEC), International Conference on, 788-792, 2011. [47] V. Lai, B.K. Wong and W. Cheung, “Group decision making in a multiple criteria environment: A case using the AHP in the software selection”, European Journal of Operational Research, Vol. 137, No. 1, pp. 134–144, 2002. [48] A. Aktepe ve S.ERSOZ, “A Fuzzy Analytic Hierarchy Process Model For Supplier Selection And A Case Study”, International Journal of Research and Development, Vol.3, No.1, January 2011 [49] H. Zhang, X. Li, W. Liu, B. Li, and Z. Zhang, “An application of the AHP in 3PL vendor selection of a 4PL system”, Systems, Man and Cybernetics, IEEE International Conference on, Cilt 2, 1255–1260, 2004. [50] H. Göl and B. Çatay, “Third-party logistics provider selection: insights from a Turkish automotive company”. Supply Chain Management: An International Journal, Vol. 12, No. 6, pp. 379-384, 2007. [51] Karagül Hasan ve M. Murat Albayrakoglu, “Selecting a Third-Party Logistics Provider for an automotive company: an Analytic Hierarchy Process model”, ISAHP, Viña Del Mar, Chile, August 3-6, 2007. [52] A. Vijayvargiya and A. K. Dey, "An analytical approach for selection of a logistics provider", Management Decision, Vol. 48, No. 3, 403–418, 2010. [53] S.H Soh, “A decision model for evaluating third-party Logistics providers using fuzzy analytic hierarchy Process”, African Journal of Business Management, Vol. 4, No. 3, pp. 339-349, 2010. [54] Fu, K., Xu, J., Zhang, Q., ve Miao, Z., “An AHP-based Decision Support Model for 3PL Evaluation”, IEEE, Service Systems and Service Management (ICSSSM), 7th International Conference on, 1-6, 2010. [55] A. Öztürk, Ş. Erdoğmuş ve V. S. Arıkan, “Analitik Hiyerarsi Süreci (AHS) Kullanılarak Tedarikçilerin Degerlendirilmesi: Bir Tekstil Firmasında Uygulama”, Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, Cilt: 26, Sayı: 1, s. 93-112, 2011. [56] G. Bayraktaroğlu ve Ö. Özgen, “Sosyal sorumluluk konusunda tüketicilerin beklentileri: analitik hiyerarşi süreci yöntemi ile önceliklerin belirlenmesi”, Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, Cilt: 22, Sayı: 1, 12008. [57] A.Eleren, “Kuruluş yeri seçiminin analitik hiyerarşi süreci yöntemi ile belirlenmesi; deri sektörü örneği”, Atatürk Üniversitesi, İktisadi ve İdari Bilimler Dergisi, Cilt: 20, Sayı: 2, s. 405-4016, 2006. [58] R. F. Dyer and E. H. Forman, “Group decision support with the analytic hierarchy process”, Decision Support Systems, Vol. 8, No. 2, pp. 99-124. 1992
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Details

Journal Section Articles
Authors

Aşır Özbek

Tamer Eren

Publication Date June 15, 2013
Submission Date October 23, 2017
Published in Issue Year 2013 Volume: 5 Issue: 2

Cite

APA Özbek, A., & Eren, T. (2013). Selecting the Third Party Logistic(3PL)Firm through the Analytic Hierarchy Process (AHP). International Journal of Engineering Research and Development, 5(2), 12-20.

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