Evaluation and Selection of Manufacturing Companies Based on Fuzzy AHP and Fuzzy TOPSIS with the Interval Type-2 Fuzzy Sets
Само за регистроване кориснике
2018
Конференцијски прилог (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
The choice of suppliers in any industry is one of the most important strategic management problems.
This paper introduces a new fuzzy model for the evaluation and ranking of manufacturing companies which
should be networked with a supply chain. The evaluation of manufacturing companies is performed according to
supply chain performances. The relative importance of these performances is presented by the fuzzy pair-wise
comparison matrix with the interval triangular fuzzy numbers. The weight vectors are calculated by applying the
fuzzy AHP method. The Key Performance Indicators of each performance are described by the interval type-2
fuzzy triangular fuzzy numbers. The performance values are determined by applying the fuzzy averaging method.
The ranking of the considered companies was performed by applying the fuzzy TOPSIS method. The proposed
model is illustrated by real-life data from the automotive supply chain.
Кључне речи:
Supply chain / Interval type-2 triangular fuzzy numbers / Fuzzy AHP / Fuzzy TOPSIS.Извор:
XIII Balkan Conference on Operational Research BALCOR 2018 : book of abstracts, Belgrade, 25- 28. May 2018, 2018Издавач:
- The Mathematical Institute of the Serbian Academy of Sciences and Arts (SANU), Belgrade, Serbia
Колекције
Институција/група
Mašinski fakultetTY - CONF AU - Komatina, Nikola AU - Nestić, Snežana AU - Tadić, Danijela AU - Misita, Mirjana PY - 2018 UR - https://machinery.mas.bg.ac.rs/handle/123456789/4157 AB - The choice of suppliers in any industry is one of the most important strategic management problems. This paper introduces a new fuzzy model for the evaluation and ranking of manufacturing companies which should be networked with a supply chain. The evaluation of manufacturing companies is performed according to supply chain performances. The relative importance of these performances is presented by the fuzzy pair-wise comparison matrix with the interval triangular fuzzy numbers. The weight vectors are calculated by applying the fuzzy AHP method. The Key Performance Indicators of each performance are described by the interval type-2 fuzzy triangular fuzzy numbers. The performance values are determined by applying the fuzzy averaging method. The ranking of the considered companies was performed by applying the fuzzy TOPSIS method. The proposed model is illustrated by real-life data from the automotive supply chain. PB - The Mathematical Institute of the Serbian Academy of Sciences and Arts (SANU), Belgrade, Serbia C3 - XIII Balkan Conference on Operational Research BALCOR 2018 : book of abstracts, Belgrade, 25- 28. May 2018 T1 - Evaluation and Selection of Manufacturing Companies Based on Fuzzy AHP and Fuzzy TOPSIS with the Interval Type-2 Fuzzy Sets UR - https://hdl.handle.net/21.15107/rcub_machinery_4157 ER -
@conference{ author = "Komatina, Nikola and Nestić, Snežana and Tadić, Danijela and Misita, Mirjana", year = "2018", abstract = "The choice of suppliers in any industry is one of the most important strategic management problems. This paper introduces a new fuzzy model for the evaluation and ranking of manufacturing companies which should be networked with a supply chain. The evaluation of manufacturing companies is performed according to supply chain performances. The relative importance of these performances is presented by the fuzzy pair-wise comparison matrix with the interval triangular fuzzy numbers. The weight vectors are calculated by applying the fuzzy AHP method. The Key Performance Indicators of each performance are described by the interval type-2 fuzzy triangular fuzzy numbers. The performance values are determined by applying the fuzzy averaging method. The ranking of the considered companies was performed by applying the fuzzy TOPSIS method. The proposed model is illustrated by real-life data from the automotive supply chain.", publisher = "The Mathematical Institute of the Serbian Academy of Sciences and Arts (SANU), Belgrade, Serbia", journal = "XIII Balkan Conference on Operational Research BALCOR 2018 : book of abstracts, Belgrade, 25- 28. May 2018", title = "Evaluation and Selection of Manufacturing Companies Based on Fuzzy AHP and Fuzzy TOPSIS with the Interval Type-2 Fuzzy Sets", url = "https://hdl.handle.net/21.15107/rcub_machinery_4157" }
Komatina, N., Nestić, S., Tadić, D.,& Misita, M.. (2018). Evaluation and Selection of Manufacturing Companies Based on Fuzzy AHP and Fuzzy TOPSIS with the Interval Type-2 Fuzzy Sets. in XIII Balkan Conference on Operational Research BALCOR 2018 : book of abstracts, Belgrade, 25- 28. May 2018 The Mathematical Institute of the Serbian Academy of Sciences and Arts (SANU), Belgrade, Serbia.. https://hdl.handle.net/21.15107/rcub_machinery_4157
Komatina N, Nestić S, Tadić D, Misita M. Evaluation and Selection of Manufacturing Companies Based on Fuzzy AHP and Fuzzy TOPSIS with the Interval Type-2 Fuzzy Sets. in XIII Balkan Conference on Operational Research BALCOR 2018 : book of abstracts, Belgrade, 25- 28. May 2018. 2018;. https://hdl.handle.net/21.15107/rcub_machinery_4157 .
Komatina, Nikola, Nestić, Snežana, Tadić, Danijela, Misita, Mirjana, "Evaluation and Selection of Manufacturing Companies Based on Fuzzy AHP and Fuzzy TOPSIS with the Interval Type-2 Fuzzy Sets" in XIII Balkan Conference on Operational Research BALCOR 2018 : book of abstracts, Belgrade, 25- 28. May 2018 (2018), https://hdl.handle.net/21.15107/rcub_machinery_4157 .
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