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A Decision‐Making Approach for the Evaluation of Information Security Management under Complex Intuitionistic Fuzzy Set Environment

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  • Muhammad Azam
  • Muhammad Sajjad Ali Khan
  • Shilin Yang

Abstract

Since intuitionistic fuzzy set only deals with uncertainty but not periodicity, therefore to overcome, this situation complex intuitionistic fuzzy set is a better tool that deals with both uncertainty and periodicity. Also, Bonferroni mean operator has the advantage of considering interrelationships between parameters, but it deals with only the crisp data. Recently, to deal with fuzzy data, many extensions of Bonferroni operators have been developed. Motivated by the CIFS and BM operators, in this paper, we proposed some Dombi Bonferroni mean operators to deal with CIF information. Dombi Bonferroni mean operators are special cases of general T‐conorm and T‐norm, which have the advantage of good flexibility with a general parameter. We proposed the complex intuitionistic fuzzy Dombi Bonferroni mean (CIFDBM) operator, complex intuitionistic fuzzy Dombi weighted Bonferroni mean (CIFDWBM) operator, complex intuitionistic fuzzy Dombi geometric Bonferroni mean (CIFDGBM) operator, and complex intuitionistic fuzzy Dombi weighted geometric Bonferroni mean (CIFDWGBM) operator. Some properties of the developed operators are discussed in detail, and different cases are investigated. Moreover, a multicriteria group decision‐making (MCGDM) method is developed based on the proposed aggregation operators. Finally, a numerical example of information security management evaluation is given in order to demonstrate the application and effectiveness of the proposed approach. A comparative study is also conducted in order to show the advantage of the developed method.

Suggested Citation

  • Muhammad Azam & Muhammad Sajjad Ali Khan & Shilin Yang, 2022. "A Decision‐Making Approach for the Evaluation of Information Security Management under Complex Intuitionistic Fuzzy Set Environment," Journal of Mathematics, John Wiley & Sons, vol. 2022(1).
    • Handle: RePEc:wly:jjmath:v:2022:y:2022:i:1:n:9704466
    DOI: 10.1155/2022/9704466
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    References listed on IDEAS

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    1. Tanuj Kumar & Rakesh Kumar Bajaj, 2014. "On Complex Intuitionistic Fuzzy Soft Sets with Distance Measures and Entropies," Journal of Mathematics, Hindawi, vol. 2014, pages 1-12, December.
    2. Abd Ulazeez M. Alkouri & Abdul Razak Salleh, 2013. "Complex Atanassov's Intuitionistic Fuzzy Relation," Abstract and Applied Analysis, Hindawi, vol. 2013, pages 1-18, June.
    3. Tahir Mahmood & Ali Jaballah, 2020. "A Novel Approach towards Bipolar Soft Sets and Their Applications," Journal of Mathematics, Hindawi, vol. 2020, pages 1-11, October.
    4. Abd Ulazeez M. Alkouri & Abdul Razak Salleh, 2013. "Complex Atanassov′s Intuitionistic Fuzzy Relation," Abstract and Applied Analysis, John Wiley & Sons, vol. 2013(1).
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