每年出版 6 期
ISSN 打印: 2152-5080
ISSN 在线: 2152-5099
Indexed in
CROSS-ENTROPY MEASURES OF MULTIVALUED NEUTROSOPHIC SETS AND ITS APPLICATION IN SELECTING MIDDLE-LEVEL MANAGER
摘要
Selecting middle-level managers is a key decision-making issue facing human resource professionals. Multivalued neutrosophic sets (MVNSs), a subset of neutrosophic sets (NSs), is a more flexible and effective method for solving practical middle-level manager selection scenarios than fuzzy sets (FSs). In this paper, in order to address middle-level manager selection decision-making issues, cross-entropy of MVNSs is investigated, and several novel cross-entropy measures between two MVNSs are introduced and their related properties are proven. We then propose two approaches based on the developed cross-entropy measures under the multivalued neutrosophic environment, and within these approaches, an optimal model is devised to determine the weight vector of the criteria with completely unknown information. Finally, the proposed methods are applied to the real selection of middle-level managers, and the ranking results are compared with previously proposed methods to show that the proposed methods are practical and effective.
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Luo Sui-Zhi, Cheng Peng-Fei, Wang Jian-Qiang, Huang Yuan-Ji, Selecting Project Delivery Systems Based on Simplified Neutrosophic Linguistic Preference Relations, Symmetry, 9, 8, 2017. Crossref
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-
Peng Xindong, Dai Jingguo, A bibliometric analysis of neutrosophic set: two decades review from 1998 to 2017, Artificial Intelligence Review, 53, 1, 2020. Crossref
-
Zheng Xueming, Xu Shungao, Zhang Ying, Huang Xinxiang, Nucleotide-level Convolutional Neural Networks for Pre-miRNA Classification, Scientific Reports, 9, 1, 2019. Crossref
-
Wu Xiaohui, Qian Jie, Peng Juanjuan, Xue Changchun, A Multi-Criteria Group Decision-Making Method with Possibility Degree and Power Aggregation Operators of Single Trapezoidal Neutrosophic Numbers, Symmetry, 10, 11, 2018. Crossref
-
Zheng Xueming, Fu Xingli, Wang Kaicheng, Wang Meng, Deep neural networks for human microRNA precursor detection, BMC Bioinformatics, 21, 1, 2020. Crossref
-
Zheng Xueming, Chen Long, Li Xiuming, Zhang Ying, Xu Shungao, Huang Xinxiang, Xie Zhi, Prediction of miRNA targets by learning from interaction sequences, PLOS ONE, 15, 5, 2020. Crossref
-
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-
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-
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