An effective discrete harmony search algorithm for flexible job shop scheduling problem with fuzzy processing time
| dc.contributor.author | Kaizhou Gao | |
| dc.contributor.author | Ponnuthurai Nagaratnam Suganthan | |
| dc.contributor.author | Quanke Pan | |
| dc.contributor.author | M. Fatih Tasgetiren | |
| dc.contributor.author | Suganthan, Ponnuthurai Nagaratnam | |
| dc.contributor.author | Tasgetiren, Mehmet Fatih | |
| dc.contributor.author | Gao, Kai Zhou | |
| dc.contributor.author | Pan, Quan Ke | |
| dc.date.accessioned | 2025-10-06T17:52:19Z | |
| dc.date.issued | 2015 | |
| dc.description.abstract | This study addresses flexible job shop scheduling problem (FJSP) with fuzzy processing time. The fuzzy or uncertainty of processing time is one of seven characteristics in remanufacturing. A discrete harmony search (DHS) algorithm is proposed for FJSP with fuzzy processing time. The objective is to minimise maximum fuzzy completion time. A simple and effective heuristic rule is proposed to initialise harmony population. Extensive computational experiments are carried out using five benchmark cases with eight instances from remanufacturing. The proposed heuristic rule is evaluated using five benchmark cases. The proposed DHS algorithm is compared to six metaheuristics. The results and comparisons show the effectiveness and efficiency of DHS for solving FJSP with fuzzy processing time. © 2021 Elsevier B.V. All rights reserved. | |
| dc.description.sponsorship | foundation of A*Star (Agency for Science, Technology and Research, Singapore): Remanufacturing Scheduling Systems [112 290 4021]; National Science Foundation of China [61104179]; project of Shandong Province Higher Education Science and Technology Program [J14LN28] | |
| dc.description.sponsorship | This research is partially supported by foundation of A*Star (Agency for Science, Technology and Research, Singapore): Remanufacturing Scheduling Systems [grant number 112 290 4021], the National Science Foundation of China [grant number 61104179] and a project of Shandong Province Higher Education Science and Technology Program [grant number J14LN28]. | |
| dc.identifier.doi | 10.1080/00207543.2015.1020174 | |
| dc.identifier.issn | 1366588X, 00207543 | |
| dc.identifier.issn | 0020-7543 | |
| dc.identifier.issn | 1366-588X | |
| dc.identifier.scopus | 2-s2.0-84938966156 | |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938966156&doi=10.1080%2F00207543.2015.1020174&partnerID=40&md5=5c738488c7fab1b8eee1f043b0b5b012 | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/9863 | |
| dc.identifier.uri | https://doi.org/10.1080/00207543.2015.1020174 | |
| dc.language.iso | English | |
| dc.publisher | Taylor and Francis Ltd. | |
| dc.relation.ispartof | International Journal of Production Research | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.source | International Journal of Production Research | |
| dc.subject | Discrete Harmony Search, Flexible Job Shop Scheduling, Fuzzy Completion Time, Fuzzy Processing Time, Remanufacturing, Optimization, Scheduling, Discrete Harmony Searches, Flexible Job-shop Scheduling, Fuzzy Completion Time, Fuzzy Processing Time, Remanufacturing, Job Shop Scheduling | |
| dc.subject | Optimization, Scheduling, Discrete harmony searches, Flexible job-shop scheduling, Fuzzy completion time, Fuzzy processing time, remanufacturing, Job shop scheduling | |
| dc.subject | Discrete Harmony Search | |
| dc.subject | Fuzzy Completion Time | |
| dc.subject | Fuzzy Processing Time | |
| dc.subject | Flexible Job Shop Scheduling | |
| dc.subject | Remanufacturing | |
| dc.title | An effective discrete harmony search algorithm for flexible job shop scheduling problem with fuzzy processing time | |
| dc.type | Article | |
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| gdc.author.id | gao, kaizhou/0000-0002-9252-6928 | |
| gdc.author.id | Tasgetiren, M Fatih/0000-0001-8625-3671 | |
| gdc.author.id | Pan, QUAN-KE/0000-0002-5022-7946 | |
| gdc.author.id | Suganthan, Ponnuthurai Nagaratnam/0000-0003-0901-5105 | |
| gdc.author.id | Tasgetiren, Mehmet Fatih/0000-0002-5716-575X | |
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| gdc.author.wosid | Suganthan, Ponnuthurai Nagaratnam/A-5023-2011 | |
| gdc.author.wosid | Pan, QUAN-KE/F-2019-2013 | |
| gdc.author.wosid | gao, kaizhou/A-3577-2016 | |
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| gdc.description.departmenttemp | [Gao, Kai Zhou; Suganthan, Ponnuthurai Nagaratnam] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore; [Gao, Kai Zhou; Pan, Quan Ke] Liaocheng Univ, Sch Comp, Liaocheng, Peoples R China; [Tasgetiren, Mehmet Fatih] Yasar Univ, Dept Ind Engn, Izmir, Turkey | |
| gdc.description.endpage | 5911 | |
| gdc.description.issue | 19 | |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | |
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| gdc.virtual.author | Taşgetiren, Mehmet Fatih | |
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| person.identifier.scopus-author-id | Gao- Kaizhou (36443489100), Suganthan- Ponnuthurai Nagaratnam (7003996538), Pan- Quanke (15074237600), Tasgetiren- M. Fatih (6505799356) | |
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