International Journal of Knowledge-Based and Intelligent Engineering Systems最新文献_第2页

Comprehensive analysis using triangular fuzzy neutrosophic MADM and grey relational techniques with teaching quality evaluation 运用三角模糊中性MADM和灰色关联技术综合分析教学质量评价

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-09-14 DOI: 10.3233/kes-230070

Yang Yang

{"title":"Comprehensive analysis using triangular fuzzy neutrosophic MADM and grey relational techniques with teaching quality evaluation","authors":"Yang Yang","doi":"10.3233/kes-230070","DOIUrl":"https://doi.org/10.3233/kes-230070","url":null,"abstract":"The quantification of evaluation indicators for the quality of university physical education classroom teaching is the main development trend of the current evaluation system, which can to some extent avoid the drawbacks caused by subjective blindness and more objectively and scientifically evaluate the quality of university physical education classroom teaching. However, physical education teaching is a complex overall activity, and its characteristics and elements cannot be fully evaluated through quantitative indicators. Therefore, excessive pursuit of quantification in order to make the evaluation indicators more convenient and operable cannot guarantee the effectiveness and accuracy of the evaluation. The classroom teaching quality evaluation of College Physical Education is viewed as the multi-attribute decision-making (MADM). In this paper, the triangular fuzzy neutrosophic numbers grey relational analysis (TFNN-GRA) method is built based on traditional grey relational analysis (GRA) and triangular fuzzy neutrosophic sets (TFNSs). Firstly, the TFNSs is introduced. Then, combine the traditional fuzzy GRA model with TFNSs information, the TFNN-GRA method is established and the computing steps for MADM are built with completely unknown weight information. Finally, a numerical example for classroom teaching quality evaluation of College Physical Education has been given and some comparisons is used to proof advantages of TFNN-GRA method. The main contributions of this paper are listed (1) A novel TFNN-GRA method is proposed to solve the MADM with completely unknown weight information; (2) an optimization model is constructed to obtain a simple formula which could be employed to construct the attribute weights values based on the Lagrange function; (3) a numerical example for classroom teaching quality evaluation of college physical education is constructed to verify the TFNN-GRA method.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Smart algorithmic solutions for neutrosophic multiple-attribute decision-making and applications to chair furniture comfort design evaluation 中性多属性决策的智能算法解决方案及其在椅子家具舒适度设计评价中的应用

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-09-14 DOI: 10.3233/kes-230123

Le Wang, Jian Ding

{"title":"Smart algorithmic solutions for neutrosophic multiple-attribute decision-making and applications to chair furniture comfort design evaluation","authors":"Le Wang, Jian Ding","doi":"10.3233/kes-230123","DOIUrl":"https://doi.org/10.3233/kes-230123","url":null,"abstract":"The activities in public places are becoming increasingly frequent, and public seats have become an important component of public space and an “auxiliary tool” for work, life, and leisure. The demand for such furniture in China is gradually increasing, but the design and research work of public seats is lagging behind the development status and speed of other civil and office furniture. Usually, public seats can be divided into two parts based on their usage: public indoor seats and public outdoor seats. How to understand the role and impact of public seats on the indoor environment, and how to establish a new design method for public seats in the context of the overall environmental system, are currently urgent issues to be solved. The chair furniture comfort design evaluation is a classical MADM issues. In such paper, the generalized weighted Bonferroni mean (WBM) operator and power average (PA) is constructed for MADM with single-valued neutrosophic sets (SVNSs). Then, the generalized single-valued neutrosophic number power WBM (GSVNNPWBM) operator is built and then the MADM decision methods are proposed based on the GSVNNPWBM operator. Finally, an example about chair furniture comfort design evaluation and some comparative analysis were given to demonstrate the GSVNNPWBM method.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Grey relational analysis-driven optimization of neutrosophic MAGDM for cloud SaaS credibility evaluation 灰色关联分析驱动的中性MAGDM优化云SaaS可信度评价

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-09-14 DOI: 10.3233/kes-230116

Mao Chen

{"title":"Grey relational analysis-driven optimization of neutrosophic MAGDM for cloud SaaS credibility evaluation","authors":"Mao Chen","doi":"10.3233/kes-230116","DOIUrl":"https://doi.org/10.3233/kes-230116","url":null,"abstract":"In the basic cloud service delivery model, since SaaS (Software as a Service) is located at the application layer, if a relatively complete cloud service credibility comprehensive evaluation framework can be established from the perspective of SaaS cloud service consumers and combined with their trust context, it can not only effectively solve the trust problem between cloud service consumers (CSC) and cloud service provider (CSP), but also has very important practical significance for the popularization and promotion of SaaS service applications. The credibility evaluation of SaaS services in cloud computing environment is often considered as a multi-attribute group decision making (MAGDM) problem. In this paper, the grey relational analysis (GRA) method is extended to the single-valued neutrosophic sets (SVNSs) setting to deal with MAGDM with incomplete weight information. First, the SVNSs are reviewed. In addition, the single-valued neutrosophic number GRA (SVNN-GRA) is established for MAGDM with incomplete weight information, and the computational steps for all designs are listed. Finally, the credibility evaluation of SaaS services in cloud computing environment is given to demonstrate the SVNN-GRA model and some comparative analysis is done to demonstrate the SVNN-GRA.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"145 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134914001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Improving computer network security evaluation with grey relational analysis and probabilistic simplified neutrosophic sets 用灰色关联分析和概率简化中性集改进计算机网络安全评价

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-09-14 DOI: 10.3233/kes-230103

Hong Wang, Gongping Chen*

{"title":"Improving computer network security evaluation with grey relational analysis and probabilistic simplified neutrosophic sets","authors":"Hong Wang, Gongping Chen*","doi":"10.3233/kes-230103","DOIUrl":"https://doi.org/10.3233/kes-230103","url":null,"abstract":"The popularity of computer network has provided great convenience for people’s work and life, but it has also brought corresponding information security problems. It is very important to do a good job in computer network security evaluation. Conventional computer network security evaluation can be realized with the help of firewalls, antivirus software, etc., while in the face of complex computer network applications, it is necessary to adopt a security evaluation method with good operability and wider application range. The computer network security evaluation is viewed as multiple attribute decision-making (MADM) issue. In this paper, an extended probabilistic simplified neutrosophic number grey relational analysis (PSNN-GRA) method is established for computer network security evaluation. The PSNN-GRA method integrated with Criteria Importance Though Intercrieria Correlation (CRITIC) method in probabilistic simplified neutrosophic sets (PSNSs) circumstance is applied to rank the optional alternatives and a numerical example for computer network security evaluation is used to proof the newly proposed method’s practicability along with the comparison with other methods. The results display that the approach is uncomplicated, valid and simple to compute.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A fuzzy group decision-making framework for computer network security evaluation with probabilistic linguistic information 基于概率语言信息的计算机网络安全评价模糊群决策框架

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-09-14 DOI: 10.3233/kes-230083

Genhai Shen, Xiaoyu Li

引用次数: 0

Lagrange-enhanced GRA method for probabilistic simplified neutrosophic MADM: Yaozhou porcelain decoration design quality evaluation 概率简化中性粒细胞MADM的拉格朗日增强GRA方法:耀州瓷装饰设计质量评价

IF 0.7

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-08-31 DOI: 10.3233/kes-230132

Qian Liu

{"title":"Lagrange-enhanced GRA method for probabilistic simplified neutrosophic MADM: Yaozhou porcelain decoration design quality evaluation","authors":"Qian Liu","doi":"10.3233/kes-230132","DOIUrl":"https://doi.org/10.3233/kes-230132","url":null,"abstract":"Yaozhou ware is located in Huangbao Town, Tongchuan City. It began in the Song Dynasty and flourished in the Tang Dynasty. Its warm and jade like glaze color, exquisite decorative techniques, and rich and varied utensil shapes all give it a very important position in history. The traditional Yaozhou porcelain contains the ancient people’s concept of creation and their attitude towards humans and nature. Each artifact of Yaozhou porcelain contains the designer’s understanding and emotions about the world, establishing a dialogue between people and objects to form a desired lifestyle. The production method of Yaozhou porcelain that has been preserved for thousands of years shares many similarities with modern design ideas. The quality evaluation of Yaozhou porcelain decoration design is viewed as multiple-attribute decision-making (MADM). The grey relational analysis (GRA) is a useful tool to cope with the MADM issue. The probabilistic simplified Neutrosophic set (PSNSs) is easy to characterize uncertain information during the quality evaluation of Yaozhou porcelain decoration design. In this paper, in order to obtain the weight information, an optimization model is constructed to obtain a simple and exact formula which can be employed to derive the attribute weights values based on the Lagrange function and the probabilistic simplified neutrosophic (PSN) grey relational analysis (PSN-GRA) method is originated for MADM to rank the decision alternatives. Finally, a numerical example for quality evaluation of Yaozhou porcelain decoration design is used to verify the practicability of the PSN-GRA method and compares it with other methods.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"61 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72750570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Exploring T-spherical fuzzy sets for enhanced evaluation of vocal music classroom teaching 探讨t球模糊集对声乐课堂教学的强化评价

IF 0.7

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-08-31 DOI: 10.3233/kes-230151

Yani Lu

引用次数: 0

Grey relational analysis for online and offline blended teaching effectiveness evaluation of college English based on triangular fuzzy neutrosophic MADM 基于三角模糊中性MADM的大学英语线上线下混合式教学效果评价的灰色关联分析

IF 0.7

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-08-31 DOI: 10.3233/kes-230106

Xueliang Wang

{"title":"Grey relational analysis for online and offline blended teaching effectiveness evaluation of college English based on triangular fuzzy neutrosophic MADM","authors":"Xueliang Wang","doi":"10.3233/kes-230106","DOIUrl":"https://doi.org/10.3233/kes-230106","url":null,"abstract":"The traditional offline classroom is no longer suitable for the current situation of college English classrooms. The application of the “hybrid” teaching model in online and offline college English teaching is the trend and the focus of local higher education reform. Nowadays, many universities at home and abroad have successively established online platforms and launched online courses, striving for seamless connection between online and offline classrooms. It can be seen that exploring the “blended” teaching mode of online and offline in local higher education institutions is a trend of the times and the current situation of English language classrooms in universities. The online and offline blended teaching effectiveness evaluation of college English courses is regarded as multiple-attribute decision-making (MADM). In this paper, the triangular fuzzy neutrosophic numbers grey relational analysis (TFNN-GRA) method is designed for MADM based on the classical point GRA and triangular fuzzy neutrosophic sets (TFNSs). Finally, a numerical example for online and offline blended teaching effectiveness evaluation of college English courses is given and some comparisons are done to show the advantages of TFNN-GRA method.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"16 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88940548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Fuzzy generator and fuzzy cogenerator 模糊发电机和模糊共发电机

IF 0.7

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-08-31 DOI: 10.3233/kes-230181

Abhishek Kumar Rath, A.S. Ranadive, D. Pamučar

引用次数: 0

Approaches to multiple attribute group decision making under interval-valued pythagorean fuzzy sets and applications to environmental design majors teaching quality evaluation 区间值毕达哥拉斯模糊集下的多属性群决策方法及其在环境设计专业教学质量评价中的应用

IF 0.7

International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-08-31 DOI: 10.3233/kes-230124

Yingying Zhang

{"title":"Approaches to multiple attribute group decision making under interval-valued pythagorean fuzzy sets and applications to environmental design majors teaching quality evaluation","authors":"Yingying Zhang","doi":"10.3233/kes-230124","DOIUrl":"https://doi.org/10.3233/kes-230124","url":null,"abstract":"The environmental design major has certain practical characteristics. In the teaching process, it is necessary to effectively combine practical methods and theoretical knowledge in order to improve the overall quality and efficiency of education to a certain extent. The most important training measure currently is project-based teaching method, which has also been recognized by many researchers. The environmental design majors teaching quality evaluation is a classical multiple-attribute group decision-making (MAGDM). Recently, the Taxonomy has been used to cope with MAGDM problems. The interval-valued Pythagorean fuzzy sets (IVPFSs) are useful tools to depict uncertainty in MAGDM. This paper use Taxonomy method to solve MAGDM with IVPFSs. Firstly, the concepts of IVPFSs are presented. Then, the classical Taxonomy method is used to solve MAGDM with IVPFSs. Finally, a numerical example for environmental design majors teaching quality evaluation is proposed and a comparative analysis is also given to show the developed approach. The main study motivations of built paper are outlined: (1) the Taxonomy method is extended to IVPFSs; (2) the score function of IVPFSs and information entropy method is used to derive the attribute weights; (3) the interval-valued Pythagorean fuzzy Taxonomy (IVPF-Taxonomy) method is built to deal with MAGDM; (4) a case study about environmental design majors teaching quality evaluation is given to show the built method; (5) some comparative analysis are given to show the rationality of IVPF-Taxonomy method.","PeriodicalId":44076,"journal":{"name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","volume":"34 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81365627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0