4.5 Article

Prioritization of Supply Chain Digital Transformation Strategies Using Multi-Expert Fermatean Fuzzy Analytic Hierarchy Process

Journal

INFORMATICA
Volume 34, Issue 1, Pages 1-33

Publisher

INST MATHEMATICS & INFORMATICS
DOI: 10.15388/22-INFOR493

Keywords

digital transformation; supply chain; fermatean fuzzy sets; MCDM; AHP

Ask authors/readers for more resources

Innovations in digital technology have a significant impact on the supply chain and logistics sectors. The concept of a digital supply chain has emerged as a new trend in manufacturing and services. However, organizations face uncertainties in adapting to digitalization and prioritizing criteria and strategies. To address these challenges, the study proposes a new method called the interval-valued fermatean fuzzy analytic hierarchy process (IVFF-AHP). This method helps determine the best strategy and criteria for digital transformation in the supply chain.
Innovations in technology emerged with digitalization affect all sectors, including supply chain and logistics. The term digital supply chain has arisen as a relatively new concept in the manufacturing and service sectors. Organizations planning to utilize the benefits of digitalization, especially in the supply chain area, have uncertainties on how to adapt digitalization, which criteria they will evaluate, what kind of strategies should be developed, and which should be given more importance. Multi-criteria decision making (MCDM) approaches can be addressed to determine the best strategy under various criteria in digital transformation. Because of the need to capture this uncertainty, fermatean fuzzy sets (FFSs) have been preferred in the study to widen the definition domain of uncertainty parameters. Interval-valued fermatean fuzzy sets (IVFFSs) are one of the most often used fuzzy set extensions to cope with uncertainty. Therefore, a new interval-valued fermatean fuzzy analytic hierarchy process (IVFF-AHP) method has been developed. After determining the main criteria and sub-criteria, the IVFF-AHP method has been used for calculating the criteria weights and ranking the alternatives. By determining the most important strategy and criteria, the study provides a comprehensive framework of digital transformation in the supply chain.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.5
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available