{"title":"基于区间2型模糊集的模糊ANP评价企业技术创新能力","authors":"Tong Wu, Xinwang Liu, Shuli Liu","doi":"10.1109/FUZZ-IEEE.2015.7337987","DOIUrl":null,"url":null,"abstract":"In order to overcome the drawbacks of AHP in solving complex decision-making problems, ANP is applied in the evaluation of enterprise technology innovation ability. Due to Interval type-2 fuzzy sets can handle uncertainty of linguistic variables in a more flexible and precisely way than Type-1 fuzzy sets with their fuzzy membership functions, a fuzzy ANP method with interval type-2 fuzzy sets is proposed to evaluate the enterprise technology innovation ability. A new ranking method based on the centroid is applied in processing relationships between interval type-2 fuzzy sets. And the proposed method is used in the numerical examples and ranking results are obtained.","PeriodicalId":185191,"journal":{"name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"A fuzzy ANP with interval type-2 fuzzy sets approach to evaluate enterprise technological innovation ability\",\"authors\":\"Tong Wu, Xinwang Liu, Shuli Liu\",\"doi\":\"10.1109/FUZZ-IEEE.2015.7337987\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to overcome the drawbacks of AHP in solving complex decision-making problems, ANP is applied in the evaluation of enterprise technology innovation ability. Due to Interval type-2 fuzzy sets can handle uncertainty of linguistic variables in a more flexible and precisely way than Type-1 fuzzy sets with their fuzzy membership functions, a fuzzy ANP method with interval type-2 fuzzy sets is proposed to evaluate the enterprise technology innovation ability. A new ranking method based on the centroid is applied in processing relationships between interval type-2 fuzzy sets. And the proposed method is used in the numerical examples and ranking results are obtained.\",\"PeriodicalId\":185191,\"journal\":{\"name\":\"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)\",\"volume\":\"79 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-11-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FUZZ-IEEE.2015.7337987\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FUZZ-IEEE.2015.7337987","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A fuzzy ANP with interval type-2 fuzzy sets approach to evaluate enterprise technological innovation ability
In order to overcome the drawbacks of AHP in solving complex decision-making problems, ANP is applied in the evaluation of enterprise technology innovation ability. Due to Interval type-2 fuzzy sets can handle uncertainty of linguistic variables in a more flexible and precisely way than Type-1 fuzzy sets with their fuzzy membership functions, a fuzzy ANP method with interval type-2 fuzzy sets is proposed to evaluate the enterprise technology innovation ability. A new ranking method based on the centroid is applied in processing relationships between interval type-2 fuzzy sets. And the proposed method is used in the numerical examples and ranking results are obtained.
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