A Hyperheuristic Approach for Dynamic Multilevel Capacitated Lot Sizing with Linked Lot Sizes for APS implementations

Mahmut Ali GÖKÇE; Berkay BEYGO; Turgut EKMEKÇİ

Makale detayları

A Hyperheuristic Approach for Dynamic Multilevel Capacitated Lot Sizing with Linked Lot Sizes for APS implementations

Yazarlar:

Mahmut Ali GÖKÇE | Berkay BEYGO | Turgut EKMEKÇİ

Yayıncı:

Yasar University

Dergi:

Journal of Yaşar University 2017 Vol.12 Issue 45, pp.1-13

Belge Tipi:

Makale

Yayın Tarihi:

2/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000690874

Sıklık:

Aylık

pISSN:

1305-970X

Özet:

 

This study is concerned with solving real-life sized APS problems practically. Specifically, the problem of Multilevel Capacitated Lot Sizing Problem with linked lot sizes (MLCLSP-L) is considered. The problem is a classical, practical and notoriously hard problem. We propose a new modeling technique for MLCLSP-L based on a GA-driven hyperheuristic, which enables modeling of some issues previously not modeled. Proposed model uses an indirect representation by allowing GA search through a space of low level heuristics. Each one of the low level heuristics is simple and determines the detailed production plan of a machine in a period. The solution is constructed through combination of these low level heuristics. New model is demonstrated by solving moderate size test problem along with software developed.

Makale detayları

A Hyperheuristic Approach for Dynamic Multilevel Capacitated Lot Sizing with Linked Lot Sizes for APS implementations

Yazarlar: Mahmut Ali GÖKÇE | Berkay BEYGO | Turgut EKMEKÇİ

Yayıncı: Yasar University

Dergi: Journal of Yaşar University 2017 Vol.12 Issue 45, pp.1-13

Belge Tipi: Makale

Yayın Tarihi: 2/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000690874

Sıklık: Aylık

pISSN: 1305-970X

Sayı

Yazarlar:

Mahmut Ali GÖKÇE | Berkay BEYGO | Turgut EKMEKÇİ

Yayıncı:

Yasar University

Dergi:

Journal of Yaşar University 2017 Vol.12 Issue 45, pp.1-13

Belge Tipi:

Makale

Yayın Tarihi:

2/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000690874

Sıklık:

Aylık

pISSN:

1305-970X