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With the mature of fuzzy theory, this paper puts forward a model with three constraints, they are capacity, time window, risk respectively. It assumes that the travel time and the risk are both fuzzy variables, the risk is calculated by the affected people number multiply the accident probability. The goal is to obtain the best route schedule under the three constraints. This paper simultaneously designs the genetic algorithm based on fuzzy simulation. In the end, two cases are given to illustrate the efficiency of the proposed model and algorithm.<\/jats:p>","DOI":"10.3233\/jifs-169192","type":"journal-article","created":{"date-parts":[[2016,12,6]],"date-time":"2016-12-06T11:11:54Z","timestamp":1481022714000},"page":"3067-3074","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Vehicle routing optimum model of\u00a0hazardous materials transportation under\u00a0fuzzy environment"],"prefix":"10.1177","volume":"31","author":[{"given":"Zhanzhong","family":"Wang","sequence":"first","affiliation":[{"name":"College of Transportation, JiLin University, ChangChun, JiLin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liying","family":"Zhao","sequence":"additional","affiliation":[{"name":"College of Transportation, JiLin University, ChangChun, JiLin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ningbo","family":"Cao","sequence":"additional","affiliation":[{"name":"College of Transportation, JiLin University, ChangChun, JiLin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lina","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Transportation, JiLin University, ChangChun, JiLin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingtao","family":"Chen","sequence":"additional","affiliation":[{"name":"Hualan Design and Consulting Group, Nanning, Guangxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2016,12,5]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(96)00236-9"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39987-2"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1504\/IJBIC.2013.055473"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1287\/opre.46.5.625"},{"key":"e_1_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.orl.2004.02.006"},{"issue":"2007","key":"e_1_3_1_7_2","first-page":"539","article-title":"Hazardous materials transportation","volume":"14","author":"Erkut E.","unstructured":"ErkutE., TjandraS.A. and VerterV., Hazardous materials transportation, Handbooks in Operations Research and Management Science14(2007), 539\u2013539.","journal-title":"Handbooks in Operations Research and Management Science"},{"issue":"2015","key":"e_1_3_1_8_2","first-page":"157","article-title":"A bi-objective model for the used oil location-routing problem","volume":"62","author":"Zhao J.","unstructured":"ZhaoJ. and VerterV., A bi-objective model for the used oil location-routing problem, Computers & Operations Research62(2015), 157\u2013168.","journal-title":"Computers & Operations Research"},{"key":"e_1_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2008.01.004"},{"key":"e_1_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.09.006"},{"key":"e_1_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1002\/int.21679"},{"issue":"2015","key":"e_1_3_1_12_2","first-page":"146","article-title":"Time-dependent fuzzy random location-scheduling programming for hazardous materials transportation","volume":"57","author":"Wei M.Y.","unstructured":"WeiM.Y., LiX. and YuL., Time-dependent fuzzy random location-scheduling programming for hazardous materials transportation, Transportation Research Part C: Emerging Technologies57(2015), 146\u2013165.","journal-title":"Transportation Research Part C: Emerging Technologies"},{"key":"e_1_3_1_13_2","unstructured":"National Bureau of Statistics of the People\u2019s Republic of China http:\/\/www.stats.gov.cn\/tjsj\/ndsj\/"},{"key":"e_1_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11067-013-9208-4"},{"key":"e_1_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2005.10.013"},{"key":"e_1_3_1_16_2","article-title":"A multi-objective model for the hazardous materials transportation problem based on lane reservation, Networking, Sensing and Control (ICNSC)","author":"Zhou Z.","year":"2012","unstructured":"ZhouZ., ChuF. and CheA., A multi-objective model for the hazardous materials transportation problem based on lane reservation, Networking, Sensing and Control (ICNSC), 9th IEEE International Conference on Networking, Sensing and Control, (2012). 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