{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T02:30:48Z","timestamp":1783132248432,"version":"3.54.6"},"reference-count":19,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100001809","name":"national natural science foundation of china","doi-asserted-by":"publisher","award":["No. 61471300 and No. 61671379"],"award-info":[{"award-number":["No. 61471300 and No. 61671379"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Basic Research Plan in Shaanxi Province of China","award":["No. 2017JM6028"],"award-info":[{"award-number":["No. 2017JM6028"]}]},{"name":"the Fundamental Research Funds for the Central Universities","award":["No. 3102017jg05006"],"award-info":[{"award-number":["No. 3102017jg05006"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2019,3]]},"abstract":"<jats:p> Determining attribute weights is an indispensable step in multi-attribute decision-making problems, and it is also a top priority in the study of multi-attribute decision-making problems. Existing methods for determining attribute weights do not completely and effectively reflect the decision-maker\u2019s dependency preferences, which will result in unreasonable ranking results for decision-makers. To solve this problem, this article proposes a feature-weighted multi-attribute decision-making method based on Taylor expansion. The method uses the natural base and the eigenvalues of the matrix to construct the feature-weighted coefficients and weights; normalizes all the feature vectors of the matrix; and constructs a new weight vector. Combined with the example to analyze and verify, the method makes reasonable use of all decision information, which saves the decision time of decision-makers. <\/jats:p>","DOI":"10.1177\/1550147719836078","type":"journal-article","created":{"date-parts":[[2019,3,25]],"date-time":"2019-03-25T07:10:15Z","timestamp":1553497815000},"page":"155014771983607","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Multi-attribute decision-making method based on Taylor expansion"],"prefix":"10.1177","volume":"15","author":[{"given":"Peng","family":"Sun","sequence":"first","affiliation":[{"name":"Department of Automatic Control, Northwestern Polytechnical University, Xian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiawei","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Automatic Control, Northwestern Polytechnical University, Xian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7698-1090","authenticated-orcid":false,"given":"Yongfeng","family":"Zhi","sequence":"additional","affiliation":[{"name":"Department of Automatic Control, Northwestern Polytechnical University, Xian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2019,3,25]]},"reference":[{"key":"bibr1-1550147719836078","volume-title":"Multiple criteria decision making","author":"Zeleny M.","year":"1975"},{"key":"bibr2-1550147719836078","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2018.06.098"},{"key":"bibr3-1550147719836078","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2018.02.036"},{"key":"bibr4-1550147719836078","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2803723"},{"key":"bibr5-1550147719836078","volume-title":"Multiple attribute decision making methods with unknown weights and their applications","author":"Fu Y.","year":"2014"},{"key":"bibr6-1550147719836078","volume-title":"Uncertain multiple attribute decision making: methods and applications","author":"Xu Z.","year":"2004"},{"key":"bibr7-1550147719836078","first-page":"59","volume-title":"Proceedings of the first international conference on mathematical modeling","volume":"1","author":"Saaty TL"},{"key":"bibr8-1550147719836078","volume-title":"The analytic hierarchy process","author":"Saaty TL.","year":"1980"},{"key":"bibr9-1550147719836078","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2004.04.028"},{"key":"bibr10-1550147719836078","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(90)90056-H"},{"key":"bibr11-1550147719836078","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(94)00044-D"},{"key":"bibr12-1550147719836078","volume-title":"Multiple attribute decision making theory and methods","author":"Xu J","year":"2005"},{"key":"bibr13-1550147719836078","unstructured":"Takeda E, Yu PL, Cogger KO. 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