Multiobjective Real-Time Scheduling of Tasks in Cloud Manufacturing with Genetic Algorithm
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Ahn, Gilseung | - |
dc.contributor.author | Hur, Sun | - |
dc.date.accessioned | 2021-06-22T04:25:49Z | - |
dc.date.available | 2021-06-22T04:25:49Z | - |
dc.date.created | 2021-05-10 | - |
dc.date.issued | 2021-02 | - |
dc.identifier.issn | 1024-123X | - |
dc.identifier.uri | https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/453 | - |
dc.description.abstract | In cloud manufacturing, customers register customized requirements, and manufacturers provide appropriate services to complete the task. A cloud manufacturing manager establishes manufacturing schedules that determine the service provision time in a real-time manner as the requirements are registered in real time. In addition, customer satisfaction is affected by various measures such as cost, quality, tardiness, and reliability. Thus, multiobjective and real-time scheduling of tasks is important to operate cloud manufacturing effectively. In this paper, we establish a mathematical model to minimize tardiness, cost, quality, and reliability. Additionally, we propose an approach to solve the mathematical model in a real-time manner using a multiobjective genetic algorithm that includes chromosome representation, fitness function, and genetic operators. From the experimental results, we verify whether the proposed approach is effective and efficient. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | HINDAWI LTD | - |
dc.title | Multiobjective Real-Time Scheduling of Tasks in Cloud Manufacturing with Genetic Algorithm | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Hur, Sun | - |
dc.identifier.doi | 10.1155/2021/1305849 | - |
dc.identifier.scopusid | 2-s2.0-85101887911 | - |
dc.identifier.wosid | 000625374100003 | - |
dc.identifier.bibliographicCitation | MATHEMATICAL PROBLEMS IN ENGINEERING, v.2021, pp.1 - 10 | - |
dc.relation.isPartOf | MATHEMATICAL PROBLEMS IN ENGINEERING | - |
dc.citation.title | MATHEMATICAL PROBLEMS IN ENGINEERING | - |
dc.citation.volume | 2021 | - |
dc.citation.startPage | 1 | - |
dc.citation.endPage | 10 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Mathematics | - |
dc.relation.journalWebOfScienceCategory | Engineering, Multidisciplinary | - |
dc.relation.journalWebOfScienceCategory | Mathematics, Interdisciplinary Applications | - |
dc.subject.keywordPlus | Chromosomes | - |
dc.subject.keywordPlus | Computer aided manufacturing | - |
dc.subject.keywordPlus | Customer satisfaction | - |
dc.subject.keywordPlus | Functions | - |
dc.subject.keywordPlus | Manufacture | - |
dc.subject.keywordPlus | Mathematical operators | - |
dc.subject.keywordPlus | Scheduling | - |
dc.identifier.url | https://www.hindawi.com/journals/mpe/2021/1305849/ | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
55 Hanyangdeahak-ro, Sangnok-gu, Ansan, Gyeonggi-do, 15588, Korea+82-31-400-4269 sweetbrain@hanyang.ac.kr
COPYRIGHT © 2021 HANYANG UNIVERSITY. ALL RIGHTS RESERVED.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.