{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:11:37Z","timestamp":1753884697486,"version":"3.41.2"},"reference-count":34,"publisher":"World Scientific Pub Co Pte Ltd","issue":"02","funder":[{"name":"The Major Instrument Project of National Natural Science Foundation of China","award":["62127809"],"award-info":[{"award-number":["62127809"]}]},{"name":"Shaanxi Provincial Natural Science Basic Research Program","award":["2021JM-343"],"award-info":[{"award-number":["2021JM-343"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2023,2]]},"abstract":"<jats:p> Multi-furnace scheduling simultaneously is an important part to increase productivity and reduce the production cost in single crystal silicon enterprises. In the restrained power consumption requirements environment, the optimal sequencing of process operation start-time for single crystal furnaces is a challenging problem. To solve this problem, the scheduling model of multi-furnace scheduling is established in this paper to minimize the maximum completion time. Then, an improved DE algorithm called the multi-strategy individual adaptive mutation differential evolution algorithm (MSIADE) is presented to address the scheduling model. In the improved DE algorithm, the different dimensional and multi-strategy mutation operations are adopted to refrain the algorithm from the local optimal, then the different mutation factors are assigned to each individual through the rank of fitness function value to strengthen the exploration ability of the MSIADE algorithm. Simulation experiments results based on the standard test functions and the established scheduling model show the feasibility in the established model and the effectiveness in the proposed algorithm. <\/jats:p>","DOI":"10.1142\/s0218001423590012","type":"journal-article","created":{"date-parts":[[2022,12,16]],"date-time":"2022-12-16T14:55:21Z","timestamp":1671202521000},"source":"Crossref","is-referenced-by-count":2,"title":["An Improved DE Algorithm for Solving Multi-Furnace Optimal Scheduling of Single Crystal Silicon Production"],"prefix":"10.1142","volume":"37","author":[{"given":"Lu","family":"Kang","sequence":"first","affiliation":[{"name":"School of Automation and Information Engineering, Xi\u2019an University of Technology, National and Local Joint Engineering Research Center of Crystal Growth Equipment and System Integration, Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an 710048, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2070-9661","authenticated-orcid":false,"given":"Ding","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Automation and Information Engineering, Xi\u2019an University of Technology, National and Local Joint Engineering Research Center of Crystal Growth Equipment and System Integration, Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an 710048, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yali","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Automation and Information Engineering, Xi\u2019an University of Technology, National and Local Joint Engineering Research Center of Crystal Growth Equipment and System Integration, Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an 710048, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guozheng","family":"Ping","sequence":"additional","affiliation":[{"name":"School of Automation and Information Engineering, Xi\u2019an University of Technology, National and Local Joint Engineering Research Center of Crystal Growth Equipment and System Integration, Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an 710048, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2023,2,3]]},"reference":[{"key":"S0218001423590012BIB002","doi-asserted-by":"crossref","unstructured":"G. Dhanaraj et al.,  Springer Handbook of Crystal Growth (Springer,  Berlin,  2010), pp. 231\u2013243.","DOI":"10.1007\/978-3-540-74761-1"},{"volume-title":"Optimization & Machine Learning","year":"1989","author":"Goldberg D. E.","key":"S0218001423590012BIB003"},{"first-page":"3894","volume-title":"2020 Chinese Automation Congress (CAC)","author":"Kang L.","key":"S0218001423590012BIB004"},{"key":"S0218001423590012BIB005","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1016\/j.ins.2014.10.009","volume":"316","author":"Li J. Q.","year":"2015","journal-title":"Inf. Sci."},{"key":"S0218001423590012BIB006","doi-asserted-by":"crossref","first-page":"012005","DOI":"10.1088\/1742-6596\/1883\/1\/012005","volume":"1883","author":"Li Y.","year":"2021","journal-title":"J. Phys., Conf. Ser."},{"issue":"1","key":"S0218001423590012BIB007","first-page":"1","volume":"34","author":"Liu D.","year":"2017","journal-title":"Control Theory Appl."},{"volume-title":"Growth Process Modeling and Control of Czochralski Single Crystal Silicon","year":"2015","author":"Liu D.","key":"S0218001423590012BIB008"},{"issue":"3","key":"S0218001423590012BIB009","doi-asserted-by":"crossref","first-page":"1132","DOI":"10.1109\/TCST.2019.2898975","volume":"28","author":"Liu D.","year":"2019","journal-title":"IEEE Trans. Control Syst. Technol."},{"issue":"3","key":"S0218001423590012BIB010","first-page":"431","volume":"42","author":"Liu D.","year":"2016","journal-title":"Acta Autom. Sin."},{"issue":"7","key":"S0218001423590012BIB011","first-page":"1581","volume":"36","author":"Liu H.","year":"2021","journal-title":"Control Decis."},{"key":"S0218001423590012BIB012","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1016\/j.apm.2019.11.023","volume":"80","author":"Najeh B. G.","year":"2020","journal-title":"Appl. Math. Model."},{"issue":"1","key":"S0218001423590012BIB013","first-page":"148","volume":"205","author":"Niu Q.","year":"2008","journal-title":"Appl. Math. Comput."},{"key":"S0218001423590012BIB014","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.894200"},{"key":"S0218001423590012BIB015","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.jprocont.2021.06.002","volume":"104","author":"Ren J. C.","year":"2021","journal-title":"J. Process Control"},{"issue":"5","key":"S0218001423590012BIB016","first-page":"1004","volume":"46","author":"Ren J. C.","year":"2020","journal-title":"Acta Autom. Sin."},{"issue":"2","key":"S0218001423590012BIB017","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1016\/S0360-8352(99)00135-7","volume":"36","author":"Sakawa M.","year":"1999","journal-title":"Comput. Ind. Eng."},{"key":"S0218001423590012BIB018","doi-asserted-by":"crossref","first-page":"107649","DOI":"10.1016\/j.patcog.2020.107649","volume":"110","author":"da Silva Santos C. E.","year":"2021","journal-title":"Pattern Recognit."},{"key":"S0218001423590012BIB019","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"S0218001423590012BIB020","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2015.09.043"},{"issue":"3","key":"S0218001423590012BIB021","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10489-017-0914-3","volume":"47","author":"Wang S.","year":"2017","journal-title":"Appl. Intell."},{"issue":"2","key":"S0218001423590012BIB022","first-page":"275","volume":"28","author":"Xiao P.","year":"2021","journal-title":"Control Eng. China"},{"issue":"3","key":"S0218001423590012BIB023","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10489-017-0914-3","volume":"47","author":"Wang S.","year":"2017","journal-title":"Appl. Intell."},{"issue":"6","key":"S0218001423590012BIB024","doi-asserted-by":"crossref","first-page":"1291","DOI":"10.1109\/JSAC.2019.2904330","volume":"37","author":"Xu Y.","year":"2019","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"12","key":"S0218001423590012BIB025","first-page":"5190","volume":"67","author":"Xun B.","year":"2016","journal-title":"CIESC J."},{"issue":"3","key":"S0218001423590012BIB026","first-page":"422","volume":"43","author":"Yan Q.","year":"2021","journal-title":"Chin. J. Eng."},{"key":"S0218001423590012BIB027","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1109\/OJSP.2020.3036276","volume":"1","author":"Yin F.","year":"2020","journal-title":"IEEE Open J. Signal Process."},{"key":"S0218001423590012BIB028","first-page":"143","volume":"248","author":"Ying L.","year":"2014","journal-title":"Appl. Math. Comput."},{"key":"S0218001423590012BIB029","first-page":"1","volume":"70","author":"Zhang X.","year":"2021","journal-title":"IEEE Trans. Instrum. Meas."},{"issue":"15","key":"S0218001423590012BIB030","doi-asserted-by":"crossref","first-page":"6344","DOI":"10.1109\/JSEN.2019.2911431","volume":"19","author":"Zhang X.","year":"2019","journal-title":"IEEE Sens. J."},{"issue":"5","key":"S0218001423590012BIB031","first-page":"1","volume":"7","author":"Zhang L.","year":"2021","journal-title":"Int. Core J. Eng."},{"key":"S0218001423590012BIB032","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2014613"},{"key":"S0218001423590012BIB033","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1016\/j.cie.2019.03.019","volume":"130","author":"Zhang W.","year":"2019","journal-title":"Comput. Ind. Eng."},{"issue":"06","key":"S0218001423590012BIB034","first-page":"714","volume":"32","author":"Zhang Y.","year":"2021","journal-title":"China Mech. Eng."},{"issue":"16","key":"S0218001423590012BIB035","doi-asserted-by":"crossref","first-page":"3308","DOI":"10.1016\/j.neucom.2010.07.010","volume":"73","author":"Zou D. X.","year":"2010","journal-title":"Neurocomputing"}],"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218001423590012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,8]],"date-time":"2023-03-08T08:21:27Z","timestamp":1678263687000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0218001423590012"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2]]},"references-count":34,"journal-issue":{"issue":"02","published-print":{"date-parts":[[2023,2]]}},"alternative-id":["10.1142\/S0218001423590012"],"URL":"https:\/\/doi.org\/10.1142\/s0218001423590012","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"type":"print","value":"0218-0014"},{"type":"electronic","value":"1793-6381"}],"subject":[],"published":{"date-parts":[[2023,2]]},"article-number":"2359001"}}