{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,20]],"date-time":"2025-09-20T22:07:52Z","timestamp":1758406072547,"version":"3.41.2"},"reference-count":11,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2019,12,18]],"date-time":"2019-12-18T00:00:00Z","timestamp":1576627200000},"content-version":"vor","delay-in-days":351,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2019,1]]},"abstract":"<jats:p>Combined with the research of mass customization and cloud manufacturing mode, this paper discussed the production planning of mass customization enterprises in the context of cloud manufacturing in detail, analyzed the attribute index of manufacturing resource combination, and given a system considering the characteristics of batch production in mass customization and the decentralization of manufacturing resources in cloud manufacturing environment. Then, a multiobjective optimization model has been constructed according to the product delivery date, product cost, and product quality that customers care most about. The Pareto solution set of production plan has been obtained by using NSGA\u2010II algorithm. This paper established a six\u2010tier attribute index system evaluation model for the optimization of production planning scheme set of mass customization enterprises in cloud manufacturing environment. The weight coefficients of attribute indexes were calculated by combining subjective and objective weights with analytic hierarchy process (AHP) and entropy weight method. Finally, the combined weights calculated were applied to the improved TOPSIS method, and the optimal production planning scheme has been obtained by ranking. This paper validated the effectiveness and feasibility of the multiobjective model and NSGA\u2010II algorithm by the example of company A. The Pareto effective solution has been obtained by solving the model. Then the production plan set has been sorted synthetically according to the comprehensive evaluation model, and the optimal production plan has been obtained.<\/jats:p>","DOI":"10.1155\/2019\/7503176","type":"journal-article","created":{"date-parts":[[2019,12,18]],"date-time":"2019-12-18T23:31:53Z","timestamp":1576711913000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Multiobjective Optimization Model of Production Planning in Cloud Manufacturing Based on TOPSIS Method with Combined Weights"],"prefix":"10.1155","volume":"2019","author":[{"given":"Zhiru","family":"Li","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7471-5955","authenticated-orcid":false,"given":"Wei","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Huibin","family":"Shi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1217-8925","authenticated-orcid":false,"given":"Qingshan","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Fengyi","family":"He","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2019,12,18]]},"reference":[{"key":"e_1_2_8_1_2","first-page":"1","article-title":"Cloud manufacturing: a new service-oriented networked manufacturing model","volume":"16","author":"Li B.","year":"2010","journal-title":"Computer Integrated Manufacturing Systems"},{"key":"e_1_2_8_2_2","first-page":"101","article-title":"Blockchain-based architecture model of cloud manufacturing platform system","volume":"1","author":"Du L.","year":"2019","journal-title":"Information Technology and Network Security"},{"key":"e_1_2_8_3_2","first-page":"8","article-title":"The review of manufacturing theory,technologies and application states","volume":"20","author":"Qi E.","year":"2015","journal-title":"Industrial Engineering and Management"},{"key":"e_1_2_8_4_2","first-page":"851","article-title":"Security architecture for cloud manufacturing platform","volume":"24","author":"Huang S.","year":"2018","journal-title":"Computer Integrated and Manufacturing Systems"},{"key":"e_1_2_8_5_2","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/amr.712-715.2639"},{"key":"e_1_2_8_6_2","first-page":"127","article-title":"Cloud manufacturing service composition based on dynamic parameters ant colony algorithm","volume":"28","author":"Zhang Y.","year":"2018","journal-title":"Computer Technology and Development"},{"key":"e_1_2_8_7_2","first-page":"278","article-title":"Research on the conceptual model of mass customization production","volume":"4","author":"Zhou B.","year":"2000","journal-title":"Journal of Shanghai University of Engineering Science"},{"key":"e_1_2_8_8_2","first-page":"32","article-title":"Techniques research for product family variant design under in mass customization","volume":"51","author":"Liu L.","year":"2015","journal-title":"Aviation Precision Manufacturing Technology"},{"key":"e_1_2_8_9_2","doi-asserted-by":"publisher","DOI":"10.1061\/(asce)0733-9364(2007)133:10(761)"},{"key":"e_1_2_8_10_2","first-page":"127","article-title":"Mass intelligent customization based on Internet+: a case study of Qingdao red collar clothing and Foshan Weishang furniture","volume":"4","author":"Wu Y.","year":"2016","journal-title":"Chinese Industrial Economy"},{"key":"e_1_2_8_11_2","unstructured":"KatzyB. 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Design and implementation of virtual organizations Proceedings of the Hawaii international Conference on System Sciences January 1998 Kohala Coast HI USA IEEE Computer Society."}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2019\/7503176.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2019\/7503176.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2019\/7503176","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T12:22:51Z","timestamp":1723033371000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2019\/7503176"}},"subtitle":[],"editor":[{"given":"Andr\u00e1s","family":"Ront\u00f3","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":11,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["10.1155\/2019\/7503176"],"URL":"https:\/\/doi.org\/10.1155\/2019\/7503176","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2019,1]]},"assertion":[{"value":"2019-08-06","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-11-22","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-12-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"7503176"}}