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This chapter presents a mixed integer non-linear programming (MINLP) model for a fuzzy parallel machine scheduling problem under fuzzy job deterioration and learning effects with fuzzy processing times in order to minimize fuzzy makespan. The uncertainty of parameters such as learning/deterioration effects and processing times in a scheduling problem makes the solution of the problem uncertain. Fuzzy sets can be used to encode uncertainty in parameters. In this chapter, possibilistic distributions of fuzzy parameters and possibilistic linear programming approaches are used in order to create a solution method for MINLP model of fuzzy parallel machine scheduling problem.
| Eser Adı (dc.title) | Fuzzy parallel machine scheduling problem under fuzzy job deterioration and learning effects with fuzzy processing times |
| Yazar (dc.contributor.author) | Oğuzhan Ahmet ARIK |
| Açık Erişim Tarihi (dc.date.available) | 2024-02-01 |
| Tür (dc.type) | Kitap Bölümü |
| Dergi, konferans, armağan kitap adı (dc.relation.journal) | Advanced Fuzzy Logic Approaches in Engineering Science |
| Alt Tür 1 (dc.type.alttur1) | uluslararası |
| Tarih (dc.date.issued) | 2018 |
| Yayının İlk Sayfa Sayısı (dc.identifier.startpage) | 49 |
| Yayının Son Sayfa Sayısı (dc.identifier.endpage) | 67 |
| Dil (dc.language.iso) | EN |
| DOI Numarası (dc.identifier.doi) | 10.4018/978-1-5225-5709-8.ch003 |
| Özet (dc.description.abstract) | This chapter presents a mixed integer non-linear programming (MINLP) model for a fuzzy parallel machine scheduling problem under fuzzy job deterioration and learning effects with fuzzy processing times in order to minimize fuzzy makespan. The uncertainty of parameters such as learning/deterioration effects and processing times in a scheduling problem makes the solution of the problem uncertain. Fuzzy sets can be used to encode uncertainty in parameters. In this chapter, possibilistic distributions of fuzzy parameters and possibilistic linear programming approaches are used in order to create a solution method for MINLP model of fuzzy parallel machine scheduling problem. |
| ORCID No (dc.contributor.orcid) | 0000-0002-7088-2104 |
| Konu Başlıkları (dc.subject) | Fuzzy processing times |
| Dizin Platformu (dc.relation.platform) | WOS |
| İsmi Geçen (dc.identifier.ismigecen) | Web Of Since ismi geçen |
| İsmi Geçen (dc.identifier.ismigecen) | Üniversite ismi geçen |
| Tam Metin Yayınlansın Mı? (dc.identifier.tammetin) | Boş |