Çok amaçlı ilişkisiz paralel makine çizelgeleme problemi için bir matsezgisel algoritma

Yıl 2023, Cilt: 38 Sayı: 3, 1953 - 1966, 06.01.2023

Tuğba Saraç Feriştah Özçelik

https://doi.org/10.17341/gazimmfd.873295

Cited By: 1

Öz

Makine çizelgeleme problemleri temel üretim problemlerinden birisidir. Bu nedenle literatürde çok sayıda çalışma mevcuttur. Bu çalışmaların önemli bir bölümünde problemin tek amaçlı olarak ele alındığı görülmektedir. Tek amaçlı yaklaşım teorik anlamda problemlerin daha kolay çözülebilmesini sağlasa da gerçek hayat problemlerinin hemen hepsinin çok amaçlı özellik göstermesinden dolayı çoğu zaman gerçekçi çözümler sunamamaktadır. Bu çalışmada, ilişkisiz paralel makine çizelgeleme problemi çok amaçlı olarak ele alınmıştır. Amaçlar son işin tamamlanma zamanının ve toplam gecikmenin enküçüklenmesidir. Ele alınan problemin çözümü için bir matsezgisel algoritma geliştirilmiştir. Geliştirilen algoritma ile elde edilen sonuçlar, genişletilmiş -kısıt yönteminin sonuçları ile karşılaştırılmıştır. Önerilen matsezgisel algoritma ile hem ciddi bir çözüm süresi avantajı elde edilmiş hem de genişletilmiş -kısıt yöntemi ile elde edilemeyen baskın çözümlere ulaşılmıştır.

Anahtar Kelimeler

İlişkisiz paralel makine çizelgeleme problemi, Sıra bağımlı hazırlık süreleri, Genişletilmiş E-kısıt yöntemi, Matsezgisel algoritma

Kaynakça

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