New integrated approach to the problem of ranking and supplier selection under uncertainties
Само за регистроване кориснике
2011
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
The problem of ranking and supplier selection in the uncertain environment is part of a purchasing plan and its relationship has a critical effect on the competitive advantage (high-quality products at lower cost with higher customer satisfaction) of each industrial organization. The considered problem can be stated as a multicriteria decision problem which includes both quantitative and qualitative criteria. The criteria present supplier performances which are defined by the purchasing Management Team depending on the size of industrial organizations and on production type. In this paper, the Management Team, using European Union (EU) recommendations, made a choice of criteria for supplier evaluation. The fuzzy rating weights of each pair of the considered criteria and uncertain criteria values are described by linguistic expressions which are modelled by triangular fuzzy numbers. The fuzzy extent approach for the synthetic extent values of the pairwise comparison for handling fuzzy a...nalytic hierarchical process (AHP) is used to calculate the weight vector. The extension of the fuzzy technique for order preference by similarity to ideal solution (TOPSIS) is applied to rank the suppliers. The proposed model is illustrated by an example. It is shown that the developed model is highly suitable as a decision-making tool for reaching decisions about supplier selection.
Кључне речи:
TOPSIS / supplier selection / multicriteria analysis / AHPИзвор:
Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture, 2011, 225, B9, 1713-1724Издавач:
- Sage Publications Ltd, London
DOI: 10.1243/09544054JEM2105
ISSN: 0954-4054
WoS: 000296162900023
Scopus: 2-s2.0-84855964003
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Tadić, D. AU - Milanović, Dragan AU - Misita, Mirjana AU - Tadić, B. PY - 2011 UR - https://machinery.mas.bg.ac.rs/handle/123456789/1229 AB - The problem of ranking and supplier selection in the uncertain environment is part of a purchasing plan and its relationship has a critical effect on the competitive advantage (high-quality products at lower cost with higher customer satisfaction) of each industrial organization. The considered problem can be stated as a multicriteria decision problem which includes both quantitative and qualitative criteria. The criteria present supplier performances which are defined by the purchasing Management Team depending on the size of industrial organizations and on production type. In this paper, the Management Team, using European Union (EU) recommendations, made a choice of criteria for supplier evaluation. The fuzzy rating weights of each pair of the considered criteria and uncertain criteria values are described by linguistic expressions which are modelled by triangular fuzzy numbers. The fuzzy extent approach for the synthetic extent values of the pairwise comparison for handling fuzzy analytic hierarchical process (AHP) is used to calculate the weight vector. The extension of the fuzzy technique for order preference by similarity to ideal solution (TOPSIS) is applied to rank the suppliers. The proposed model is illustrated by an example. It is shown that the developed model is highly suitable as a decision-making tool for reaching decisions about supplier selection. PB - Sage Publications Ltd, London T2 - Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture T1 - New integrated approach to the problem of ranking and supplier selection under uncertainties EP - 1724 IS - B9 SP - 1713 VL - 225 DO - 10.1243/09544054JEM2105 ER -
@article{ author = "Tadić, D. and Milanović, Dragan and Misita, Mirjana and Tadić, B.", year = "2011", abstract = "The problem of ranking and supplier selection in the uncertain environment is part of a purchasing plan and its relationship has a critical effect on the competitive advantage (high-quality products at lower cost with higher customer satisfaction) of each industrial organization. The considered problem can be stated as a multicriteria decision problem which includes both quantitative and qualitative criteria. The criteria present supplier performances which are defined by the purchasing Management Team depending on the size of industrial organizations and on production type. In this paper, the Management Team, using European Union (EU) recommendations, made a choice of criteria for supplier evaluation. The fuzzy rating weights of each pair of the considered criteria and uncertain criteria values are described by linguistic expressions which are modelled by triangular fuzzy numbers. The fuzzy extent approach for the synthetic extent values of the pairwise comparison for handling fuzzy analytic hierarchical process (AHP) is used to calculate the weight vector. The extension of the fuzzy technique for order preference by similarity to ideal solution (TOPSIS) is applied to rank the suppliers. The proposed model is illustrated by an example. It is shown that the developed model is highly suitable as a decision-making tool for reaching decisions about supplier selection.", publisher = "Sage Publications Ltd, London", journal = "Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture", title = "New integrated approach to the problem of ranking and supplier selection under uncertainties", pages = "1724-1713", number = "B9", volume = "225", doi = "10.1243/09544054JEM2105" }
Tadić, D., Milanović, D., Misita, M.,& Tadić, B.. (2011). New integrated approach to the problem of ranking and supplier selection under uncertainties. in Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture Sage Publications Ltd, London., 225(B9), 1713-1724. https://doi.org/10.1243/09544054JEM2105
Tadić D, Milanović D, Misita M, Tadić B. New integrated approach to the problem of ranking and supplier selection under uncertainties. in Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture. 2011;225(B9):1713-1724. doi:10.1243/09544054JEM2105 .
Tadić, D., Milanović, Dragan, Misita, Mirjana, Tadić, B., "New integrated approach to the problem of ranking and supplier selection under uncertainties" in Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture, 225, no. B9 (2011):1713-1724, https://doi.org/10.1243/09544054JEM2105 . .