Published 6 issues per year
ISSN Print: 2152-5080
ISSN Online: 2152-5099
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INTERVAL-VALUED COMPLEX FUZZY SOFT SET AND ITS APPLICATION
ABSTRACT
This paper is focused on handling complex data sets using the properties of interval-valued complex fuzzy sets (IVCFSs). We extend the IV-CFS model to include a generalization parameter that reflects the opinion of experts to validate the information provided by the users. Our proposed generalized interval-valued complex fuzzy soft set model allows users to indicate their confidence in the data through the interval-based membership structure. The built-in validation mechanism in the model provides a robust framework that allows experts to ratify the individual hesitancy of the users supplying data to the system. To further enhance the utility of the proposed model, we introduce a weighted geometric aggregation operator and an accompanying score function. This aggregation operator reduces the multiple components in the proposed model into a single component with the aim of analyzing the decision-making process in a precise manner. An application of the aggregation operator and score function is demonstrated via a MADM problem related to measuring the effects of the implementation of TPPA by the Malaysian government on selected sectors of the Malaysian economy, and the time taken for these effects to manifest itself on the economic sectors that are considered. The results derived from this method is then corroborated using the interval-valued complex fuzzy concept lattice method.
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Singh Prem Kumar, Selvachandran Ganeshsree, Aswani Kumar Ch., Interval-Valued Complex Fuzzy Concept Lattice and Its Granular Decomposition, in Recent Developments in Machine Learning and Data Analytics, 740, 2019. Crossref
-
Singh Prem Kumar, Complex vague contexts analysis using Cartesian product and granulation, Granular Computing, 5, 1, 2020. Crossref
-
Singh Prem Kumar, Complex multi-fuzzy context analysis at different granulation, Granular Computing, 6, 1, 2021. Crossref
-
Singh Prem Kumar, Granular-based decomposition of complex fuzzy context and its analysis, Progress in Artificial Intelligence, 8, 2, 2019. Crossref
-
Yin Tan Jia, Ee Law Xuen, Selvachandran Ganeshsree, A Study of Oil Price and Other Contributing Factors to the Profitability of Courier Companies, Proceedings of the 2019 International Conference on Management Science and Industrial Engineering - MSIE 2019, 2019. Crossref
-
Ullah Kifayat, Mahmood Tahir, Ali Zeeshan, Jan Naeem, On some distance measures of complex Pythagorean fuzzy sets and their applications in pattern recognition, Complex & Intelligent Systems, 6, 1, 2020. Crossref
-
Soon Wearn Qian, Hong Leng Poh, Selvachandran Ganeshsree, Behaviour of Malaysia and Australia Exchange Rate in Response to the Prices of Commodities, Proceedings of the 2019 2nd International Conference on Mathematics and Statistics - ICoMS'19, 2019. Crossref
-
Yuin Khoo Jie, Yee Yong Poh, Selvachandran Ganeshsree, Behaviour of Malaysia and Vietnam Exchange Rate in Response to Changes in Inflation Rate, Proceedings of the 2019 2nd International Conference on Mathematics and Statistics - ICoMS'19, 2019. Crossref
-
Chin Wong Mei, Kit Nicholas Lee Wen, Fei Jeff Lai Wan, Valuation of Real Estate, Proceedings of the 2019 2nd International Conference on Mathematics and Statistics - ICoMS'19, 2019. Crossref
-
Wai Alvin Ho Chun, Seng Sam Yi, Fei Jeff Lai Wan, Fatality Involving Road Accidents in Malaysia, Proceedings of the 2019 2nd International Conference on Mathematics and Statistics - ICoMS'19, 2019. Crossref
-
Selvachandran Ganeshsree, Hafeed Nisren A., Salleh Abdul Razak, Maji P. K., Mappings on classes of expert complex fuzzy soft sets, Afrika Matematika, 30, 3-4, 2019. Crossref
-
Habib Sana, Muhammad Khan Faiz, Yufeng Nie, A new concept of possibility fuzzy soft ordered semigroups via its applications, Journal of Intelligent & Fuzzy Systems, 36, 4, 2019. Crossref
-
Habib Sana, Garg Harish, Nie Yufeng, Muhammad Khan Faiz, An Innovative Approach towards Possibility Fuzzy Soft Ordered Semigroups for Ideals and Its Application, Mathematics, 7, 12, 2019. Crossref
-
Fan Jian-Ping, Cheng Rui, Wu Mei-Qin, Extended EDAS Methods for Multi-Criteria Group Decision-Making Based on IV-CFSWAA and IV-CFSWGA Operators With Interval-Valued Complex Fuzzy Soft Information, IEEE Access, 7, 2019. Crossref
-
Nagarajan D., Lathamaheswari M., Broumi Said, Smarandache Florentin, Kavikumar J., An Interval Valued Triangular Fuzzy Soft Sets and Its Application in Decision-Making Process Using New Aggregation Operator, in Artificial Intelligence and Evolutionary Computations in Engineering Systems, 1056, 2020. Crossref
-
Lathamaheswari M., Nagarajan D., Kavikumar J., Broumi Said, Triangular interval type-2 fuzzy soft set and its application, Complex & Intelligent Systems, 6, 3, 2020. Crossref
-
Akram Muhammad, Ali Ghous, Alcantud José C. R., Fatimah Fatia, Parameter reductions in N ‐soft sets and their applications in decision‐making , Expert Systems, 38, 1, 2021. Crossref
-
Rahman Atiqe Ur, Saeed Muhammad, Arshad Muhammad, El-Morsy Salwa, Chen Shyi-Ming, Multi-Attribute Decision-Support System Based on Aggregations of Interval-Valued Complex Neutrosophic Hypersoft Set, Applied Computational Intelligence and Soft Computing, 2021, 2021. Crossref
-
Mahmood Tahir, Rehman Ubaid Ur, Jaleel Abdul, Ahmmad Jabbar, Chinram Ronnason, Bipolar Complex Fuzzy Soft Sets and Their Applications in Decision-Making, Mathematics, 10, 7, 2022. Crossref
-
Singh Prem Kumar, Crisply Generated Complex Fuzzy Concepts Analysis Using Shannon Entropy, Neural Processing Letters, 2022. Crossref
-
Al-Qudah Yousef, Hassan Nasruddin, Complex Multi-Fuzzy Soft Set: Its Entropy and Similarity Measure, IEEE Access, 6, 2018. Crossref
-
Dalkılıç Orhan, A decision-making approach to reduce the margin of error of decision makers for bipolar soft set theory, International Journal of Systems Science, 53, 2, 2022. Crossref
-
Naeem Muhammad, Qiyas Muhammad, Botmart Thongchi, Abdullah Saleem, Khan Neelam, Gulzar Muhammad, Complex Spherical Fuzzy Decision Support System Based on Entropy Measure and Power Operator, Journal of Function Spaces, 2022, 2022. Crossref
-
Ali Zeeshan, Mahmood Tahir, Panityakul Thammarat, Power Bonferroni mean operators under complex pythagorean fuzzy settings and their applications in decision-making problems, Journal of Intelligent & Fuzzy Systems, 43, 1, 2022. Crossref
-
Garg Harish, Deng Yong, Ali Zeeshan, Mahmood Tahir, Decision-making strategy based on Archimedean Bonferroni mean operators under complex Pythagorean fuzzy information, Computational and Applied Mathematics, 41, 4, 2022. Crossref
-
Qiyas Muhammad, Naeem Muhammad, Khan Neelam, Confidence Levels Complex q-Rung Orthopair Fuzzy Aggregation Operators and Its Application in Decision Making Problem, Symmetry, 14, 12, 2022. Crossref