Publication: A Guide for Genetic Algorithm Based on Parallel Machine Scheduling and Flexible Job-Shop Scheduling
| dc.contributor.author | Ak, Bilgesu | |
| dc.contributor.author | Koc, Erdem | |
| dc.date.accessioned | 2020-06-21T14:28:16Z | |
| dc.date.available | 2020-06-21T14:28:16Z | |
| dc.date.issued | 2012 | |
| dc.department | OMÜ | en_US |
| dc.department-temp | [Ak, Bilgesu -- Koc, Erdem] Ondokuz Mayis Univ, Dept Ind Engn, TR-55139 Samsun, Turkey -- | en_US |
| dc.description | World Conference on Business, Economics and Management (BEM) -- MAY 04-06, 2012 -- Antalya, TURKEY | en_US |
| dc.description.abstract | Parallel Machine Scheduling (PMS) and Flexible Job-shop Scheduling (FJS) are the hardest combinatorial optimization problems, they require very large scale search space. Solving this kind of combinatorial optimization problems with classical methods are almost impossible or takes considerable long time. Genetic Algorithms (GAs) have shown great advantages in solving combinatorial problems. GAs have the flexibility of set up different chromosome structures in case of distinctive scheduling problems. This paper presents a PMS and FJS chromosome structure, crossover and mutation operator from literature in order to guide for new researchers about scheduling with GAs. (C) 2012 Published by Elsevier Ltd. Selection and/or peer review under responsibility of Prof. Dr. Huseyin Arasli | en_US |
| dc.identifier.doi | 10.1016/j.sbspro.2012.09.138 | |
| dc.identifier.endpage | 823 | en_US |
| dc.identifier.issn | 1877-0428 | |
| dc.identifier.startpage | 817 | en_US |
| dc.identifier.uri | https://doi.org/10.1016/j.sbspro.2012.09.138 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12712/16698 | |
| dc.identifier.volume | 62 | en_US |
| dc.identifier.wos | WOS:000319841600133 | |
| dc.language.iso | en | en_US |
| dc.publisher | Elsevier Science BV | en_US |
| dc.relation.ispartofseries | Procedia Social and Behavioral Sciences | |
| dc.relation.journal | World Conference on Business, Economics and Management (Bem-2012) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Parallel Machine Scheduling | en_US |
| dc.subject | Flexible Job Shop Problem | en_US |
| dc.subject | Genetic Algorithm | en_US |
| dc.subject | Chromosome Representation | en_US |
| dc.subject | Crossover and Mutation Operators | en_US |
| dc.title | A Guide for Genetic Algorithm Based on Parallel Machine Scheduling and Flexible Job-Shop Scheduling | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication |