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Focusing on the green suppliers, this paper puts forward a series of evaluation indexes and considers the influence of environmental performance for performing uncertainty event reasoning based on a Bayesian network \u2013 establishing a complete selection and evaluation system for retail enterprises and downstream customers. In addition, an improved genetic algorithm is combined with the Bayesian approach to quantify the evaluation indicators, which solves the problems of the traditional methods of information occlusion and an unreasonable selection scheme, and provides an intelligent and efficient selection of green suppliers. <\/jats:p>","DOI":"10.1177\/0037549719826306","type":"journal-article","created":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T18:32:49Z","timestamp":1549045969000},"page":"1165-1183","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":23,"title":["A model combining a Bayesian network with a modified genetic algorithm for green supplier selection"],"prefix":"10.1177","volume":"95","author":[{"given":"Hao","family":"Zhang","sequence":"first","affiliation":[{"name":"Business School, Beijing Technology And Business University, China"}]},{"given":"Yan","family":"Cui","sequence":"additional","affiliation":[{"name":"Business School, Beijing Technology And Business University, China"}]}],"member":"179","published-online":{"date-parts":[[2019,2,1]]},"reference":[{"key":"bibr1-0037549719826306","first-page":"1299","volume-title":"2nd IFIP international conference on computer and computing technologies in agriculture","author":"Zhang L"},{"key":"bibr2-0037549719826306","first-page":"1477","volume":"472","author":"Song HF","year":"2012","journal-title":"Adv Mater"},{"key":"bibr3-0037549719826306","first-page":"316","volume-title":"International conference on management science and engineering management","author":"Tan X","year":"2010"},{"key":"bibr4-0037549719826306","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2014.10.013"},{"key":"bibr5-0037549719826306","first-page":"25","volume":"3","author":"Liu J","year":"2013","journal-title":"Internet of Things Technologies"},{"key":"bibr6-0037549719826306","doi-asserted-by":"crossref","unstructured":"Zhang X. 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