气候变化领域集成服务门户(CCPortal): Distance and similarity measures of Hesitant bi-fuzzy set and its applications in renewable energy systems

CCPortal

DOI	10.1016/j.matcom.2023.12.021
	Distance and similarity measures of Hesitant bi-fuzzy set and its applications in renewable energy systems
	Gupta, Soniya; Joshi, Dheeraj Kumar; Awasthi, Natasha; Pant, Manish; Joshi, Bhagawati prasad; Chaube, Shshank
发表日期	2024
ISSN	0378-4754
EISSN	1872-7166
起始页码	219
卷号	219
英文摘要	The concept of Hesitant bi-fuzzy set (HBFS) is an extension of dual hesitant fuzzy set, which play an important role in minimizing uncertainty in an efficient way. Distance and Similarity measures are an important tool for illustrating and integrating the differences between elements and its class and have a great importance in decision making, medical diagnosis and pattern recognition. To enhance and expand the applicability of HBFS, in this study, we have defined a series of distance and similarity measures of HBFS in both continuous and discrete environments. Since the information in day-to-day life may be biased, therefore, to show the importance of each factor/ criterion weighted measures are also defined. Due to global warming and climate change, the utilization of renewable energy systems not only plays a significant role but also decreases greenhouse gas emissions. Choosing the right energy system affects each nation's economic, social, and environmental development. To show the efficiency of proposed measures, these measures are implemented in renewable energy systems. An algorithm for hesitant bi-fuzzy TOPSIS has also been developed to demonstrate the application of these measures in decision- making. Finally, a comparative study is done in pattern recognition problem, to show the supremacy and efficiency of the proposed measures.
英文关键词	Hesitant bi-fuzzy sets; MCDM; Distance and similarity measures; TOPSIS; Pattern recognition
语种	英语
WOS研究方向	Computer Science ; Mathematics
WOS类目	Computer Science, Interdisciplinary Applications ; Computer Science, Software Engineering ; Mathematics, Applied
WOS记录号	WOS:001156315200001
来源期刊	MATHEMATICS AND COMPUTERS IN SIMULATION
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/295269
作者单位	DIT University; DIT University; Invertis University
推荐引用方式 GB/T 7714	Gupta, Soniya,Joshi, Dheeraj Kumar,Awasthi, Natasha,et al. Distance and similarity measures of Hesitant bi-fuzzy set and its applications in renewable energy systems[J],2024,219.
APA	Gupta, Soniya,Joshi, Dheeraj Kumar,Awasthi, Natasha,Pant, Manish,Joshi, Bhagawati prasad,&Chaube, Shshank.(2024).Distance and similarity measures of Hesitant bi-fuzzy set and its applications in renewable energy systems.MATHEMATICS AND COMPUTERS IN SIMULATION,219.
MLA	Gupta, Soniya,et al."Distance and similarity measures of Hesitant bi-fuzzy set and its applications in renewable energy systems".MATHEMATICS AND COMPUTERS IN SIMULATION 219(2024).