A novel similarity degree of intuitionistic fuzzy sets induced by triangular norm and its application in pattern recognition

Shi, Zhanhong; Zhang, Ding-Hai

doi:10.3233/jifs-190102

Cited by 4 publications

(1 citation statement)

References 28 publications

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“…Shi Zhan-Hong and Zhang Ding-Hai (2019) [12] believed that a triangular norm could induce an inclusion degree according to the membership and non-membership functions of IFSs. And then they proposed a similarity measure of IFSs by using this triangular norm and the induced inclusion degree.…”

Section: Introductionmentioning

confidence: 99%

Reform and Future Development of Printing Engineering Major—Take Beijing Institute of Graphic Communication as an Example

Yang¹,

Yang²

2021

dtem

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Printing engineering is an undergraduate major of light industry category, which belongs to the niche majors. The printing engineering major of Beijing Institute of Graphic Communication is a national first-class undergraduate major under the "Double Ten-Thousand Plan" of the Ministry of education and the "key construction first-class major" in Beijing universities. In order to promote the construction of first-class major and improve the quality of personnel training, the reform measures from the aspects of professional orientation and characteristics, comprehensive reform of major, construction of curriculum team and teaching staff, teaching quality monitoring and guarantee, and tracking and evaluation of graduate training quality, which were mainly put forward in this paper, and it lists the work results. It also looks forward to the ideas of the next professional construction, and puts forward the requirements.

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Section: Introductionmentioning

confidence: 99%

Reform and Future Development of Printing Engineering Major—Take Beijing Institute of Graphic Communication as an Example

Yang¹,

Yang²

2021

dtem

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Extended DEMATEL method with intuitionistic fuzzy information: A case of electric vehicles

2024

PLoS ONE

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The Decision-Making Trial and Laboratory (DEMATEL) methodology excels in the analysis of interdependent factors within complex systems, with correlation data typically presented in crisp values. Nevertheless, the judgments made by decision-makers often possess a degree of fuzziness and uncertainty, rendering the sole reliance on precise values inadequate for representing real-world scenarios. To address this issue, our study extends the DEMATEL approach to more effectively and efficiently handle intuitionistic fuzzy information, which denotes the factor correlation information from decision-makers in the form of intuitionistic fuzzy terms. The paper aggregates the intuitionistic fuzzy correlation information from each decision-maker, employing operators designed for managing intuitionistic fuzzy numbers. The significance and categorization of factors are determined through intuitionistic fuzzy matrix operations. Additionally, a causal and effect diagram is constructed to elucidate the distinct roles of these factors. Finally, this study illustrates the applicability of our proposed method with a real-world case in the context of electric vehicles (EVs). The study’s results identify four cause factors and six effect factors within EV battery technology. The identification and categorization of these factors will assist EV companies in implementing targeted measures to foster the advancement of the battery technology.

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Improving the effectiveness of traditional education based on computer artificial intelligence and neural network system

Zhao

Guo

2021

IFS

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The application of artificial intelligence and machine learning algorithms in education reform is an inevitable trend of teaching development. In order to improve the teaching intelligence, this paper builds an auxiliary teaching system based on computer artificial intelligence and neural network based on the traditional teaching model. Moreover, in this paper, the optimization strategy is adopted in the TLBO algorithm to reduce the running time of the algorithm, and the extracurricular learning mechanism is introduced to increase the adjustable parameters, which is conducive to the algorithm jumping out of the local optimum. In addition, in this paper, the crowding factor in the fish school algorithm is used to define the degree or restraint of teachers’ control over students. At the same time, students in the crowded range gather near the teacher, and some students who are difficult to restrain perform the following behavior to follow the top students. Finally, this study builds a model based on actual needs, and designs a control experiment to verify the system performance. The results show that the system constructed in this paper has good performance and can provide a theoretical reference for related research.

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A novel similarity degree of intuitionistic fuzzy sets induced by triangular norm and its application in pattern recognition

Cited by 4 publications

References 28 publications

Reform and Future Development of Printing Engineering Major—Take Beijing Institute of Graphic Communication as an Example

Reform and Future Development of Printing Engineering Major—Take Beijing Institute of Graphic Communication as an Example

Extended DEMATEL method with intuitionistic fuzzy information: A case of electric vehicles

Improving the effectiveness of traditional education based on computer artificial intelligence and neural network system

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