Research on Supplier Comprehensive Evaluation Model Based on TOPSIS - Gray Relational Analysis
- https://doi.org/10.2991/aebmr.k.220502.030How to use a DOI?
- supply chain analysis; analytic hierarchy process; principal component analysis; TOPSIS; grey relational analysis
With the increase in the price of raw materials and the cost of transportation and storage, people pay more and more attention to the ordering problem of production enterprises. Therefore, how to choose a better supplier becomes the focus of the moment. This problem is essentially an evaluation decision-making problem. This paper first analyzes the supply characteristics of suppliers, then defines four indicators, namely, supply strength, supply stability, supply surplus rate and shortage rate, determines the integrated subjective and objective weights by using the analytic hierarchy process and principal component analysis method, and on this basis, establishes a comprehensive evaluation system coupled with TOPSIS-Grey relational analysis to evaluate the importance of 402 suppliers, and finally decides the most important supplier by combining the proportion of raw materials ordered by enterprises and taking the average supply volume as the limit.
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Cite this article
TY - CONF AU - Chunwei Shi PY - 2022 DA - 2022/05/16 TI - Research on Supplier Comprehensive Evaluation Model Based on TOPSIS - Gray Relational Analysis BT - Proceedings of the 2022 International Conference on Urban Planning and Regional Economy（UPRE 2022） PB - Atlantis Press SP - 165 EP - 169 SN - 2352-5428 UR - https://doi.org/10.2991/aebmr.k.220502.030 DO - https://doi.org/10.2991/aebmr.k.220502.030 ID - Shi2022 ER -