Akademik Veri Yönetim Sistemi
7th International HYBRID Conference on Mathematical Advances and Applications, İstanbul, Türkiye, 8 - 11 Mayıs 2024, cilt.1, sa.9, ss.58-66, (Tam Metin Bildiri)
The effectiveness of the traditional risk analysis approach is enhanced by the integration of fuzzy logic and Multi-Criteria Decision Making (MCDM) methods. Human decisions are ambiguous and blurred and do not fit to express with absolute numerical values. For this reason, using verbal variables in modeling human decisions is more realistic. This paper proposes a new fuzzy-based hazard evaluation approach to deal with the risk assessment process. The proposed methodology consists of MCDM with a fuzzy system, which includes a hybrid structure consists the Fermatean Fuzzy Analytic Hierarchy Process (FFAHP) method with cosine similarity and also the Neutrosophic Analytic Hierarchy Process (NFAHP) to support the facing of uncertainty in the risk assessment. This study aims to present a new integrated approach based on some MCDM methods in the FFS environment to recognize and rank environmental risks. The proposed approach can provide complete rankings and more logical results using the benefits of FFS.