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Intuitionistic fuzzy soft decision making method based on CoCoSo and CRITIC for CCN cache placement strategy selection

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Abstract

The CCN cache placement strategy is of great concern to optimize the energy consumption of the network, and provide better security and delivery efficiency. When considering the CCN cache placement strategy evaluation, the fundamental issues frequently involve great uncertainty. Intuitionistic fuzzy soft set, portrayed by the parameterized form of membership and nonmembership, is a more effectual pattern for seizing uncertainty. In this article, the comparison problem in intuitionistic fuzzy soft (IFS) environment is solved by new score function. Later, some novel properties of IFS matrix are explored in detail. In addition, the objective weight information is determined by CRITIC approach. At the same time, the combined weight is calculated by revealing concurrently subjective weight preference and the objective weight information. Then, IFS decision making method based CoCoSo (Combined Compromise Solution) is proposed. Finally, the effectiveness of the method is elaborated by CCN cache placement strategy selection, along with corresponding sensitivity analysis. The dominating traits of the explored algorithm are listed as follows: (1) have no counterintuitive phenomena; (2) without data requirements; (3) own strong discriminating ability.

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Acknowledgements

The authors are very appreciative to the reviewers for their precious comments which enormously ameliorated the quality of this paper. Our work is sponsored by the National Natural Science Foundation of China (No. 62006155), MOE (Ministry of Education in China) Project of Humanities and Social Sciences (No. 18YJCZH054), Natural Science Foundation of Guangdong Province (Nos. 2018A030307033, 2018A0303130274), Social Science Foundation of Guangdong Province (No. GD18CFX06), Special Innovation Projects of Universities in Guangdong Province (No. KTSCX205), University Grants Commission (UGC) (No. F./2015-17/RGNF-2015-17-TAM-83) and Department of Science and Technology (DST) (No. SR/FST/ETI-349/2013).

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  1. School of Information Engineering, Shaoguan University, Shaoguan, 512005, China

    Xindong Peng

  2. School of Mathematics, Thapar Institute of Engineering and Technology (Deemed University), Patiala, India

    Harish Garg

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  1. Xindong Peng
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Correspondence to Xindong Peng.

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Peng, X., Garg, H. Intuitionistic fuzzy soft decision making method based on CoCoSo and CRITIC for CCN cache placement strategy selection. Artif Intell Rev 55, 1567–1604 (2022). https://doi.org/10.1007/s10462-021-09995-x

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