Solving fuzzy job-shop scheduling problem by a hybrid PSO algorithm
| dc.contributor.author | Junqing Li | |
| dc.contributor.author | Quanke Pan | |
| dc.contributor.author | Ponnuthurai Nagaratnam Suganthan | |
| dc.contributor.author | M. Fatih Tasgetiren | |
| dc.contributor.author | Li, Junqing | |
| dc.contributor.author | Suganthan, P.N. | |
| dc.contributor.author | Tasgetiren, M. Fatih | |
| dc.contributor.author | Pan, Quan-Ke | |
| dc.date.accessioned | 2025-10-06T17:52:57Z | |
| dc.date.issued | 2012 | |
| dc.description.abstract | This paper proposes a hybrid particle swarm optimization (PSO) algorithm for solving the job-shop scheduling problem with fuzzy processing times. The objective is to minimize the maximum fuzzy completion time i.e. the fuzzy makespan. In the proposed PSO-based algorithm performs global explorative search while the tabu search (TS) conducts the local exploitative search. One-point crossover operator is developed for the individual to learn information from the other individuals. Experimental results on three well-known benchmarks and a randomly generated case verify the effectiveness and efficiency of the proposed algorithm. © 2012 Springer-Verlag. © 2012 Elsevier B.V. All rights reserved. | |
| dc.description.sponsorship | National Science Foundation of China [61104179, 61174187]; Science Research and Development of Provincial Dept of Public Education of Shandong [J09LG29, J11LG02, J10LG25] | |
| dc.description.sponsorship | This research is supported by National Science Foundation of China under Grant 61104179, 61174187 and Science Research and Development of Provincial Dept of Public Education of Shandong under Grant ( J09LG29, J11LG02 and J10LG25). | |
| dc.identifier.doi | 10.1007/978-3-642-29353-5_32 | |
| dc.identifier.isbn | 9789819698936, 9789819698042, 9789819698110, 9789819698905, 9789819512324, 9783032026019, 9783032008909, 9783031915802, 9789819698141, 9783031984136 | |
| dc.identifier.isbn | 9783642293528 | |
| dc.identifier.isbn | 9783642293535 | |
| dc.identifier.issn | 16113349, 03029743 | |
| dc.identifier.issn | 1611-3349 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.scopus | 2-s2.0-84860667482 | |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860667482&doi=10.1007%2F978-3-642-29353-5_32&partnerID=40&md5=05589462fda6da0c47adb72f2b4695ad | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/10184 | |
| dc.identifier.uri | https://doi.org/10.1007/978-3-642-29353-5_32 | |
| dc.language.iso | English | |
| dc.publisher | Springer-Verlag Berlin | |
| dc.relation.ispartof | Symposium on Swarm Intelligence and Differential Evolution SIDE 2012 and Symposium on Evolutionary Computation EC 2012 Held in Conjunction with 11th International Conference on Artificial Intelligence and Soft Computing ICAISC 2012 | |
| dc.relation.ispartofseries | Lecture Notes in Computer Science | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.source | Lecture Notes in Computer Science | |
| dc.subject | Fuzzy Processing Time, Job-shop Scheduling Problem, Particle Swarm Optimization, Tabu Search, Crossover Operator, Fuzzy Completion Time, Fuzzy Processing Time, Hybrid Particle Swarm Optimization, Hybrid Pso, Job Shop Scheduling Problems, Makespan, Artificial Intelligence, Scheduling Algorithms, Soft Computing, Tabu Search, Particle Swarm Optimization (pso) | |
| dc.subject | Crossover operator, Fuzzy completion time, Fuzzy processing time, Hybrid Particle Swarm Optimization, Hybrid PSO, Job shop scheduling problems, Makespan, Artificial intelligence, Scheduling algorithms, Soft computing, Tabu search, Particle swarm optimization (PSO) | |
| dc.subject | Tabu Search | |
| dc.subject | Fuzzy Processing Time | |
| dc.subject | Particle Swarm Optimization | |
| dc.subject | Job-Shop Scheduling Problem | |
| dc.title | Solving fuzzy job-shop scheduling problem by a hybrid PSO algorithm | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.author.id | Tasgetiren, M Fatih/0000-0001-8625-3671 | |
| gdc.author.id | Tasgetiren, Mehmet Fatih/0000-0002-5716-575X | |
| gdc.author.id | Suganthan, Ponnuthurai Nagaratnam/0000-0003-0901-5105 | |
| gdc.author.id | Pan, QUAN-KE/0000-0002-5022-7946 | |
| gdc.author.scopusid | 6505799356 | |
| gdc.author.scopusid | 7003996538 | |
| gdc.author.scopusid | 55720647100 | |
| gdc.author.scopusid | 15074237600 | |
| gdc.author.wosid | Li, Junqing/J-9659-2013 | |
| gdc.author.wosid | Suganthan, Ponnuthurai Nagaratnam/A-5023-2011 | |
| gdc.author.wosid | Pan, QUAN-KE/F-2019-2013 | |
| gdc.bip.impulseclass | C4 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | false | |
| gdc.description.department | ||
| gdc.description.departmenttemp | [Li, Junqing; Pan, Quan-Ke] Liaocheng Univ, Sch Comp Sci, Liaocheng 252059, Shandong, Peoples R China; [Suganthan, P. N.] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore; [Tasgetiren, M. Fatih] Yasar Univ, Dept Ind Engn, Izmir, Turkey | |
| gdc.description.endpage | 282 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 275 | |
| gdc.description.volume | 7269 | |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.identifier.openalex | W47299652 | |
| gdc.identifier.wos | WOS:000314209500032 | |
| gdc.index.type | Scopus | |
| gdc.index.type | WoS | |
| gdc.oaire.diamondjournal | false | |
| gdc.oaire.impulse | 5.0 | |
| gdc.oaire.influence | 2.8358633E-9 | |
| gdc.oaire.isgreen | true | |
| gdc.oaire.popularity | 2.3816928E-9 | |
| gdc.oaire.publicfunded | false | |
| gdc.openalex.collaboration | International | |
| gdc.openalex.fwci | 5.8895 | |
| gdc.openalex.normalizedpercentile | 0.96 | |
| gdc.openalex.toppercent | TOP 10% | |
| gdc.opencitations.count | 9 | |
| gdc.plumx.crossrefcites | 6 | |
| gdc.plumx.mendeley | 7 | |
| gdc.plumx.scopuscites | 13 | |
| gdc.scopus.citedcount | 13 | |
| gdc.virtual.author | Taşgetiren, Mehmet Fatih | |
| gdc.wos.citedcount | 9 | |
| oaire.citation.endPage | 282 | |
| oaire.citation.startPage | 275 | |
| person.identifier.scopus-author-id | Li- Junqing (55720647100), Pan- Quanke (15074237600), Suganthan- Ponnuthurai Nagaratnam (7003996538), Tasgetiren- M. Fatih (6505799356) | |
| publicationvolume.volumeNumber | 7269 LNCS | |
| relation.isAuthorOfPublication | 8bccf385-4262-4593-9e77-8bea302a93b0 | |
| relation.isAuthorOfPublication.latestForDiscovery | 8bccf385-4262-4593-9e77-8bea302a93b0 | |
| relation.isOrgUnitOfPublication | ac5ddece-c76d-476d-ab30-e4d3029dee37 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | ac5ddece-c76d-476d-ab30-e4d3029dee37 |