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Traditional decision-making approaches provide solutions based on precise and clear data; however, decision-makers often encounter situations involving uncertainty and vagueness in real life. In such cases, traditional Multi-Criteria Decision-Making Techniques (MCDM) may have some limiting factors. At this point, fuzzy logic comes into play, enabling decision-makers to handle uncertainty more effectively. Fuzzy logic-based MCDM approaches offer the capability to process ambiguous data sets witho