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This paper investigates a multi-attribute decision-making (MADM) method by using single-valued neutrosophic entropy and similarity measure. First, the concepts of single-valued neutrosophic entropy and similarity measure are presented. Then, based on the trigonometric functions (i.e., sine function and cosine function), we introduce two information measure formulas and prove that they satisfy the requirements of the single-valued neutrosophic entropy and similarity measure, respectively. Furthermore, we study the inter-relationship between single-valued neutrosophic entropy and similarity measure. By using Lagrange Multiplier Method and closeness degree, we develop a novel single-valued neutrosophic MADM method. Finally, a numerical example of selecting the desirable supplier is provided, and the comparison with existing approaches is performed to validate the rationality and effectiveness of the proposed method.<\/jats:p>","DOI":"10.3233\/jifs-18854","type":"journal-article","created":{"date-parts":[[2018,11,13]],"date-time":"2018-11-13T15:53:18Z","timestamp":1542124398000},"page":"6513-6523","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":12,"title":["Single-valued neutrosophic entropy and similarity measures to solve supplier selection problems"],"prefix":"10.1177","volume":"35","author":[{"given":"Feifei","family":"Jin","sequence":"first","affiliation":[{"name":"School of Management, Hefei University of Technology, Hefei, Anhui, China"},{"name":"Key Laboratory of Process Optimization and Intelligent Decision-Making, Ministry of Education, Hefei, Anhui, China"},{"name":"Department of Mechanical Engineering, Texas A&amp;M University, College Station, Texas, USA"}]},{"given":"Zhiwei","family":"Ni","sequence":"additional","affiliation":[{"name":"School of Management, Hefei University of Technology, Hefei, Anhui, China"},{"name":"Key Laboratory of Process Optimization and Intelligent Decision-Making, Ministry of Education, Hefei, Anhui, China"}]},{"given":"Huayou","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, Anhui University, Hefei, Anhui, China"}]},{"given":"Reza","family":"Langari","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, Texas A&amp;M University, College Station, Texas, USA"}]},{"given":"Xuhui","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Management, Hefei University of Technology, Hefei, Anhui, China"},{"name":"Key Laboratory of Process Optimization and Intelligent Decision-Making, Ministry of Education, Hefei, Anhui, China"}]},{"given":"Hongjun","family":"Yuan","sequence":"additional","affiliation":[{"name":"School of Statistics and Applied Mathematics, Anhui University of Finance and Economics, Bengbu, Anhui, China"}]}],"member":"179","published-online":{"date-parts":[[2018,11,12]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.08.043"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-151377"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-141173"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(65)90241-X"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-151715"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2015.12.020"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-17506"},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-014-1813-8"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(86)80034-3"},{"key":"e_1_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(99)00112-8"},{"key":"e_1_3_2_12_2","first-page":"48","article-title":"Approaches to group decision making with intuitionistic fuzzy preference relations based on multiplicative consistency","author":"Jin F.F.","year":"2016","unstructured":"F.F.Jin, Z.W.Ni, H.Y.Chen and Y.P.Li, Approaches to group decision making with intuitionistic fuzzy preference relations based on multiplicative consistency, 97 (2016), 48\u201359.","journal-title":"97"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2015.2460750"},{"key":"e_1_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(89)90205-4"},{"key":"e_1_3_2_15_2","first-page":"299","article-title":"TOPSIS-based nonlinear-programming methodology for multiattribute decision making with interval-valued intuitionistic fuzzy sets","volume":"18","author":"Li D.F.","year":"2010","unstructured":"D.F.Li, TOPSIS-based nonlinear-programming methodology for multiattribute decision making with interval-valued intuitionistic fuzzy sets, IEEE Transactions on Fuzzy Systems 18 (2010), 299\u2013311.","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"e_1_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1007\/s40815-016-0201-1"},{"key":"e_1_3_2_17_2","article-title":"A unifying field in logics. neutrosophy: Neutrosophic probability, set and logic, Rehoboth","author":"Smarandache F.","year":"1999","unstructured":"F.Smarandache, A unifying field in logics. neutrosophy: Neutrosophic probability, set and logic, Rehoboth, American Research Press, 1999.","journal-title":"American Research Press"},{"key":"e_1_3_2_18_2","article-title":"A unifying field in logics neutrosophic logic. 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