SPECIAL PRODUCER SELECTION PROBLEM IN FOOD INDUSTRY WITH THREE DIFFERENT TECHNIQUES WITH TRIANGULAR NUMBERS: CASE FROM TURKEY
Öz
Cacao is a very
valuable crop as a cash. Because it is a important exportation crop for producing
countries and is a critical importation for consuming countries which can not
produce cacao because their unsuitable climate conditions. We suggested a model
for choosing the appropriate cacao producer for our chocolate firm in Turkey by
applying multi-criteria decision making (MCDM) methods: Analytic hierarchy
process (AHP), Analytic network process (ANP) and VIKOR based on linguistic
variables under fuzzy environment in this paper. All three methods are
suggested to be used in our proposed hierarchical model. Firstly, fuzzy AHP
methodology is used for analyzing the 4 main criterion and 14 sub-criterion;
secondly fuzzy ANP methodology is applied for representing the
inter-relationships among these main criterion and the last methodology, VIKOR,
is used to find out a compromise solution. The proposed model is explained by
illustrative example, all comparisons and evaluations are made with triangular
numbers with fuzzy sets and final results of fuzzy AHP, fuzzy ANP and VIKOR are
tested for comparability.
Anahtar Kelimeler
Cacao producer selection Analytic hierarchy process Analytic network process VIKOR triangular numbers fuzzy sets
Kaynakça
- Make Chocolate Fair, European Campaign for Fair Chocolate, http://makechocolatefair.org/issues/cocoa-production-nutshell, Arrival Date: 16.11.2016.
- Beşikçi, E.B., Kececi, T., Arslan, & O., Turan, O. (2016). An application of fuzzy AHP to ship operational energy efficiency measures, Ocean Energy, 121, 392-402.
- Ng, C.Y. (2016). Evidential reasoning-based fuzzy AHP approach for the evaluation of design alternatives’ environmental performances, Applied Soft Computing, 46, 381-397.
- Keprate, A. & Ratnayake, R.M.C. (2016). Enhancing offshore process safety by selecting fatigue critical piping locations for inspection using fuzzy-AHP based approach, Process Safety and Environmental Protection, 102, 71-84.
- Wang, X., Liu, Z. & Cai, Y. (2015). A rating based fuzzy Analytic Network Process (F-ANP) model for evaluation of ship maneuverability, Ocean Engineering, 106, 39-46.
- Liou, J.J.H., Tzeng, G.-H., Tsai, C.-Y. & Hsu, C.-C. (2011). A hybrid ANP model in fuzzy environments for strategic alliance partner selection in the airline industry, Applied Soft Computing, 11(4), 3515-3524.
- Dargi, A., Anjomshoae, A., Galankashi, M.R., Memari, A. & Tap, M.B.M. (2014). Supplier selection: A Fuzzy-ANP approach, Procedia Computer Science, 31, 691-700.
- Wu, Z., Ahmad, J. & Xu, J. (2016). A group decision making framework based on fuzzy VIKOR approach for machine tool selection with linguistic information, Applied Soft Computing, 42, 314-324.
- Liu, H.-C., You, J.-X., You, X.-Y. & Shan, M.-M. (2015). A novel approach for failure mode and effects analysis using combination weighting and fuzzy VIKOR method, Applied Soft Computing, 28, 579-588.
- Yücenur, G.N., Vayvay, Ö. & Demirel, N.Ç. (2011). Supplier selection problem in global supply chains by AHP and ANP approaches under fuzzy environment, The International Journal of Advanced Manufacturing Technology, 56(5-8), 823-833.
- Rezaie, K., Ramiyani, S.S., Nazari-Shirkouhi, S. & Badizadeh, A. (2014). Evaluating performance of Iranian cement firms using an integrated fuzzy AHP-VIKOR method, Applied Mathematical Modelling, 38 (21-22), 5033-5046.
- Tadic, S., Zecevic, S. & Krstic, M. (2014). A novel hybrid MCDM model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR for city logistics concept selection, Expert Systems with Applications, 41(18), 8112-8128.
- World Cocoa Foundation, (2014). www.worldcocoafoundation.org/wp-content/uploads/Cocoa-Market-Update-as-of-4-1-2014.pdf, Arrival Date: 16.11.2016.
- International Cocoa Organization, www.icco.org/about-us/international-coca-agreements/cat_view/30-related-documents/46-statistics-production.html, Arrival Date: 16.11.2016.
- Food and Agriculture Organization of the United Nations, www.fao.org/docrep/006/AD220E/AD220E01.htm, Arrival Date: 16.11.2016.
- World Atlas, Top 10 Cocoa Producing Countries, www.worldatlas.com/articles/top-10-cocoa-producing-countries.html, Arrival Date: 16.11.2016.
- World Cocoa Foundation, History of Cocoa, www.worldcocoafoundation.org/about-cocoa/hstory-of-cocoa/, Arrival Date: 16.11.2016.
- Anti-Slavery International, (2004). The cocoa industry in West Africa: A history of exploitation, www.antislavery.org/includes/documents/cm_docs/2008/c/cocoa_report_2004.pdf, Arrival date: 16.11.216.
- Kumar, S., Luthra, S., Haleem, A., Mangla, S.K. & Grag, D. (2015). Identification and evaluation of critical factors to technology transfer using AHP approach, International Strategic Management Review, 3, 24-42.
- Demirel, N.Ç., Yücenur, G.N., Demirel, T. & Muşdal, H. (2012). Risk-based evaluation of Turkish agricultural strategies using Fuzzy AHP and Fuzzy ANP, Human and Ecological Risk Assessment, 18, 685-702.
- Koç, E. & Burhan, H.A. (2016). Analytic Network Process in location selection and its application to a real life problem, International Journal of Computer, Electrical, Automation, Control and Information Engineering, 10(3), 460-465.
- Afful-Dadzie, E., Nabareseh, S., Oplatkova, Z.K. & Klimek, P. (2016). Model for assessing quality of online health information: A fuzzy VIKOR based method, Journal of Multi-Criterion Decision Analysis Optimization, Learning and Decision Support, DOI: 10.1002/mcda.1558.
- Sanayei, A., Mousavi, S.F. & Yazdankhah, A. (2010). Group decision making process for supplier selection with VIKOR under fuzzy environment, Expert Systems with Applications, 37, 2257-2262.
Öz
Kakao oldukça değerli bir tarım ürünüdür. Üretildiği bölgelerdeki iklim koşulları nedeniyle oldukça dar bir alanda üretilerek dünyaya dağıtılan kakao bu ülkeler için ciddi bir gelir kaynağıdır. Bu noktada Türkiye'de hizmet veren bir gıda firması için Dünya genelinde uygun ortamın sağlanarak kaliteli kakao üretiminin yapıldığı üreticilerden en uygun olanın seçilebilmesi için bir model önerilmiştir. En uygun kakao üreticisi seçim problemi için kurulan model çok kriterli karar verme yöntemlerinden Analitik Hiyerarşi Prosesi, Analitik Ağ Prosesi ve VIKOR yöntemleri ile bulanık mantık çerçevesi içerisinde üçgensel sayılar ile çözümlenmiştir. Önerilen çözüm yöntemlerinde önce kurulan model kriterleri bulanık AHP ile değerlendirilmiş, ardından kriterlerin kendi içlerindeki ilişkileri ortaya koyan bulanık ANP yöntemi ile çözüm bulunmuş ve son olarak VIKOR yöntemi kullanılarak üç farklı yöntemle bulunan sonuçlar karşılaştırılarak kakao ihtiyacı olan gıda firması için en uygun kakao üretici seçilmiştir.
Anahtar Kelimeler
üretici seçimi analitik hiyerarşi prosesi analitik ağ prosesi VIKOR üçgensel sayılar bulanık mantık
Kaynakça
- Make Chocolate Fair, European Campaign for Fair Chocolate, http://makechocolatefair.org/issues/cocoa-production-nutshell, Arrival Date: 16.11.2016.
- Beşikçi, E.B., Kececi, T., Arslan, & O., Turan, O. (2016). An application of fuzzy AHP to ship operational energy efficiency measures, Ocean Energy, 121, 392-402.
- Ng, C.Y. (2016). Evidential reasoning-based fuzzy AHP approach for the evaluation of design alternatives’ environmental performances, Applied Soft Computing, 46, 381-397.
- Keprate, A. & Ratnayake, R.M.C. (2016). Enhancing offshore process safety by selecting fatigue critical piping locations for inspection using fuzzy-AHP based approach, Process Safety and Environmental Protection, 102, 71-84.
- Wang, X., Liu, Z. & Cai, Y. (2015). A rating based fuzzy Analytic Network Process (F-ANP) model for evaluation of ship maneuverability, Ocean Engineering, 106, 39-46.
- Liou, J.J.H., Tzeng, G.-H., Tsai, C.-Y. & Hsu, C.-C. (2011). A hybrid ANP model in fuzzy environments for strategic alliance partner selection in the airline industry, Applied Soft Computing, 11(4), 3515-3524.
- Dargi, A., Anjomshoae, A., Galankashi, M.R., Memari, A. & Tap, M.B.M. (2014). Supplier selection: A Fuzzy-ANP approach, Procedia Computer Science, 31, 691-700.
- Wu, Z., Ahmad, J. & Xu, J. (2016). A group decision making framework based on fuzzy VIKOR approach for machine tool selection with linguistic information, Applied Soft Computing, 42, 314-324.
- Liu, H.-C., You, J.-X., You, X.-Y. & Shan, M.-M. (2015). A novel approach for failure mode and effects analysis using combination weighting and fuzzy VIKOR method, Applied Soft Computing, 28, 579-588.
- Yücenur, G.N., Vayvay, Ö. & Demirel, N.Ç. (2011). Supplier selection problem in global supply chains by AHP and ANP approaches under fuzzy environment, The International Journal of Advanced Manufacturing Technology, 56(5-8), 823-833.
- Rezaie, K., Ramiyani, S.S., Nazari-Shirkouhi, S. & Badizadeh, A. (2014). Evaluating performance of Iranian cement firms using an integrated fuzzy AHP-VIKOR method, Applied Mathematical Modelling, 38 (21-22), 5033-5046.
- Tadic, S., Zecevic, S. & Krstic, M. (2014). A novel hybrid MCDM model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR for city logistics concept selection, Expert Systems with Applications, 41(18), 8112-8128.
- World Cocoa Foundation, (2014). www.worldcocoafoundation.org/wp-content/uploads/Cocoa-Market-Update-as-of-4-1-2014.pdf, Arrival Date: 16.11.2016.
- International Cocoa Organization, www.icco.org/about-us/international-coca-agreements/cat_view/30-related-documents/46-statistics-production.html, Arrival Date: 16.11.2016.
- Food and Agriculture Organization of the United Nations, www.fao.org/docrep/006/AD220E/AD220E01.htm, Arrival Date: 16.11.2016.
- World Atlas, Top 10 Cocoa Producing Countries, www.worldatlas.com/articles/top-10-cocoa-producing-countries.html, Arrival Date: 16.11.2016.
- World Cocoa Foundation, History of Cocoa, www.worldcocoafoundation.org/about-cocoa/hstory-of-cocoa/, Arrival Date: 16.11.2016.
- Anti-Slavery International, (2004). The cocoa industry in West Africa: A history of exploitation, www.antislavery.org/includes/documents/cm_docs/2008/c/cocoa_report_2004.pdf, Arrival date: 16.11.216.
- Kumar, S., Luthra, S., Haleem, A., Mangla, S.K. & Grag, D. (2015). Identification and evaluation of critical factors to technology transfer using AHP approach, International Strategic Management Review, 3, 24-42.
- Demirel, N.Ç., Yücenur, G.N., Demirel, T. & Muşdal, H. (2012). Risk-based evaluation of Turkish agricultural strategies using Fuzzy AHP and Fuzzy ANP, Human and Ecological Risk Assessment, 18, 685-702.
- Koç, E. & Burhan, H.A. (2016). Analytic Network Process in location selection and its application to a real life problem, International Journal of Computer, Electrical, Automation, Control and Information Engineering, 10(3), 460-465.
- Afful-Dadzie, E., Nabareseh, S., Oplatkova, Z.K. & Klimek, P. (2016). Model for assessing quality of online health information: A fuzzy VIKOR based method, Journal of Multi-Criterion Decision Analysis Optimization, Learning and Decision Support, DOI: 10.1002/mcda.1558.
- Sanayei, A., Mousavi, S.F. & Yazdankhah, A. (2010). Group decision making process for supplier selection with VIKOR under fuzzy environment, Expert Systems with Applications, 37, 2257-2262.
Ayrıntılar
| Konular | Mühendislik |
|---|---|
| Bölüm | Makaleler |
| Yazarlar | |
| Yayımlanma Tarihi | 28 Aralık 2017 |
| Yayımlandığı Sayı | Yıl 2017 Cilt: 10 Sayı: 2 |
Kaynak Göster
Cited By
Application of MICMAC, Fuzzy AHP, and Fuzzy TOPSIS for Evaluation of the Maintenance Factors Affecting Sustainable Manufacturing
Energies
Małgorzata Jasiulewicz-Kaczmarek
https://doi.org/10.3390/en14051436
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