A new approach to solving multi-objective flow-shop scheduling problems : a Multi-MOORA-based genetic algorithm

المؤلفون المشاركون

Demir, Alparslan Serhat
Gelen, Mine Bushra

المصدر

Journal of Engineering Research

العدد

المجلد 9، العدد 4 A (31 ديسمبر/كانون الأول 2021)، ص ص. 191-200، 10ص.

الناشر

جامعة الكويت مجلس النشر العلمي

تاريخ النشر

2021-12-31

دولة النشر

الكويت

عدد الصفحات

10

التخصصات الرئيسية

الهندسة الصناعية

الملخص EN

Flow-shop scheduling problems constitute a type of problem that is frequently discussed in the literature where a wide variety of methods are developed for their solution.

Although the problem used to be set as a single purpose, it became necessary to expect more than one objective to be evaluated together with increasing customer expectation and competition, after which studies were started to be carried out under the title of multi-objective flow-shop scheduling.

With the increase in the number of workbenches and jobs, the difficulty level of the problem increases in a nonlinear way, and the solution becomes more difficult.

This study proposes a new hybrid algorithm by combining genetic algorithms, which are metaheuristic methods, and the MultiMoora method, which is a multi-criterion decision-making method, for the solution of multi-objective flow-shop scheduling problems.

The study evaluates and tries to optimize the performance criteria of maximum completion time, average flow time, maximum late finishing, average tardiness and the number of late (tardy) jobs.

The proposed algorithm is compared to the standard multi-objective genetic algorithm (MOGA) and the MultiMoora-based genetic algorithm (MBGA) shows better results.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Demir, Alparslan Serhat& Gelen, Mine Bushra. 2021. A new approach to solving multi-objective flow-shop scheduling problems : a Multi-MOORA-based genetic algorithm. Journal of Engineering Research،Vol. 9, no. 4 A, pp.191-200.
https://search.emarefa.net/detail/BIM-1494713

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Demir, Alparslan Serhat& Gelen, Mine Bushra. A new approach to solving multi-objective flow-shop scheduling problems : a Multi-MOORA-based genetic algorithm. Journal of Engineering Research Vol. 9, no. 4 A (Dec. 2021), pp.191-200.
https://search.emarefa.net/detail/BIM-1494713

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Demir, Alparslan Serhat& Gelen, Mine Bushra. A new approach to solving multi-objective flow-shop scheduling problems : a Multi-MOORA-based genetic algorithm. Journal of Engineering Research. 2021. Vol. 9, no. 4 A, pp.191-200.
https://search.emarefa.net/detail/BIM-1494713

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 199-200

رقم السجل

BIM-1494713