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Article: Reducing the total tardiness by Seru production: model, exact and cooperative coevolution solutions

TitleReducing the total tardiness by Seru production: model, exact and cooperative coevolution solutions
Authors
Keywordscooperative coevolution
due date
exact algorithm
manufacturing
tardiness
Issue Date2019
PublisherTaylor & Francis Ltd. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/00207543.asp
Citation
International Journal of Production Research, 2019, v. 58 n. 21, p. 6441-6452 How to Cite?
AbstractSeru Production is widely used in the Japanese electronics industry owing to its benefits. The total tardiness can be significantly reduced by Seru Production. We focus on investigating the fundamental principle of the total tardiness reduction brought by Seru Production. We formulate the seru system operation with minimising the total tardiness and analyse the solution space. We clarify that the model is non-linear. To exactly obtain the optimal solution of the non-linear model, we decompose the non-linear model into seru formation and seru scheduling which is formulated as a linear model. Thus, the small-scale seru system operation with minimising the total tardiness is solved exactly. For the large-scale problems, we propose a cooperative coevolution algorithm, where two evolution algorithms deal with the seru formation and seru scheduling. In the coevolution process, the two algorithms perform cooperation to seek the better solutions of seru system operation with minimising the total tardiness. Extensive experiments are tested to investigate how Seru Production reduces the total tardiness.
Persistent Identifierhttp://hdl.handle.net/10722/287151
ISSN
2019 Impact Factor: 4.577
2015 SCImago Journal Rankings: 1.445

 

DC FieldValueLanguage
dc.contributor.authorSun, W-
dc.contributor.authorYu, Y-
dc.contributor.authorLou, Q-
dc.contributor.authorWang, J-
dc.contributor.authorGuan, Y-
dc.date.accessioned2020-09-22T02:56:33Z-
dc.date.available2020-09-22T02:56:33Z-
dc.date.issued2019-
dc.identifier.citationInternational Journal of Production Research, 2019, v. 58 n. 21, p. 6441-6452-
dc.identifier.issn0020-7543-
dc.identifier.urihttp://hdl.handle.net/10722/287151-
dc.description.abstractSeru Production is widely used in the Japanese electronics industry owing to its benefits. The total tardiness can be significantly reduced by Seru Production. We focus on investigating the fundamental principle of the total tardiness reduction brought by Seru Production. We formulate the seru system operation with minimising the total tardiness and analyse the solution space. We clarify that the model is non-linear. To exactly obtain the optimal solution of the non-linear model, we decompose the non-linear model into seru formation and seru scheduling which is formulated as a linear model. Thus, the small-scale seru system operation with minimising the total tardiness is solved exactly. For the large-scale problems, we propose a cooperative coevolution algorithm, where two evolution algorithms deal with the seru formation and seru scheduling. In the coevolution process, the two algorithms perform cooperation to seek the better solutions of seru system operation with minimising the total tardiness. Extensive experiments are tested to investigate how Seru Production reduces the total tardiness.-
dc.languageeng-
dc.publisherTaylor & Francis Ltd. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/00207543.asp-
dc.relation.ispartofInternational Journal of Production Research-
dc.rightsAOM/Preprint Before Accepted: his article has been accepted for publication in [JOURNAL TITLE], published by Taylor & Francis. AOM/Preprint After Accepted: This is an [original manuscript / preprint] of an article published by Taylor & Francis in [JOURNAL TITLE] on [date of publication], available online: http://www.tandfonline.com/[Article DOI]. Accepted Manuscript (AM) i.e. Postprint This is an Accepted Manuscript of an article published by Taylor & Francis in [JOURNAL TITLE] on [date of publication], available online: http://www.tandfonline.com/[Article DOI].-
dc.subjectcooperative coevolution-
dc.subjectdue date-
dc.subjectexact algorithm-
dc.subjectmanufacturing-
dc.subjecttardiness-
dc.titleReducing the total tardiness by Seru production: model, exact and cooperative coevolution solutions-
dc.typeArticle-
dc.identifier.emailWang, J: jwwang@hku.hk-
dc.identifier.authorityWang, J=rp01888-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1080/00207543.2019.1680898-
dc.identifier.scopuseid_2-s2.0-85074703664-
dc.identifier.hkuros314575-
dc.identifier.volume58-
dc.identifier.issue21-
dc.identifier.spage6441-
dc.identifier.epage6452-
dc.publisher.placeUnited Kingdom-

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