Fuzzy job-shop scheduling problems: A review

S Abdullah, M Abdolrazzagh-Nezhad - Information Sciences, 2014 - Elsevier
Fuzzy job-shop scheduling problems (Fuzzy JSSPs) are a class of combinational
optimization problems known as non-deterministic polynomial-hard problems. In recent …

A Review on Metaheuristic Approaches for Job-Shop Scheduling Problems

M Abdolrazzagh-Nezhad, S Abdullah - Data Science: Journal of …, 2024 - talenta.usu.ac.id
Over the past several decades, interest in metaheuristic approaches to address job-shop
scheduling problems (JSSPs) has increased due to the ability of these approaches to …

Data-based scheduling framework and adaptive dispatching rule of complex manufacturing systems

L Li, S Zijin, N Jiacheng, Q Fei - The International Journal of Advanced …, 2013 - Springer
Based on the analysis of the differences and relations between traditional and data-based
scheduling methods for complex manufacturing systems, a data-based scheduling …

Extraction of dispatching rules for single machine total weighted tardiness using a modified genetic algorithm and data mining

MH Zahmani, B Atmani - International Journal of …, 2018 - inderscienceonline.com
This paper introduces novel heuristics for the resolution of the single machine problem with
total weighted tardiness by combining data mining and genetic algorithms. The aim of this …

Decomposition-based job-shop scheduling with constrained clustering

MMS El-Kholany, K Schekotihin, M Gebser - International Symposium on …, 2022 - Springer
Scheduling is a crucial problem appearing in various domains, such as manufacturing,
transportation, or healthcare, where the goal is to schedule given operations on available …

Multiple priority dispatching rules for the job shop scheduling problem

MH Zahmani, B Atmani, A Bekrar… - 2015 3rd International …, 2015 - ieeexplore.ieee.org
In this paper we focus on the Job Shop Scheduling Problem (JSSP) using Priority
Dispatching Rules. Simulation model for makespan optimization is proposed using different …

A data mining based dispatching rules selection system for the job shop scheduling problem

MH Zahmani, B Atmani - Journal of Advanced Manufacturing …, 2019 - World Scientific
Identifying the best Dispatching Rule in order to minimize makespan in a Job Shop
Scheduling Problem is a complex task, since no Dispatching Rule is better than all others in …

Data mining based approach for jobshop scheduling

Y Wang, Y Zhang, Y Yu, C Zhang - Proceedings of 2013 4th International …, 2014 - Springer
In manufacturing system, there usually have been some unpredictable dynamic events,
which would make the production scheme invalid. Therefore, it's necessary to inject some …

[PDF][PDF] Population initialisation methods for fuzzy job-shop scheduling problems: Issues and future trends

SA Shukor, IM Shaheed, S Abdullah - International Journal on …, 2018 - researchgate.net
Scheduling job shops in the real-world manufacturing environment is a multifarious task that
involved various and multiple components, solutions and approach. Fuzzy Job-Shop …

[PDF][PDF] Classification rules for the job shop scheduling problem with machine breakdowns

N Said, W Mouelhi, K Ghedira - International Journal of Information and …, 2015 - ijiee.org
This paper addresses the job shop scheduling problem in the presence of machine
breakdowns. In this work, we propose to exploit the advantages of data mining techniques to …