A state of the art review of intelligent scheduling
Intelligent scheduling covers various tools and techniques for successfully and efficiently
solving the scheduling problems. In this paper, we provide a survey of intelligent scheduling …
solving the scheduling problems. In this paper, we provide a survey of intelligent scheduling …
Dynamic scheduling of manufacturing systems using machine learning: An updated review
A common way of dynamically scheduling jobs in a manufacturing system is by
implementing dispatching rules. The issues with this method are that the performance of …
implementing dispatching rules. The issues with this method are that the performance of …
Applying machine learning to the dynamic selection of replenishment policies in fast-changing supply chain environments
Firms currently operate in highly competitive scenarios, where the environmental conditions
evolve over time. Many factors intervene simultaneously and their hard-to-interpret …
evolve over time. Many factors intervene simultaneously and their hard-to-interpret …
Machine-learning techniques and their applications in manufacturing
DT Pham, AA Afify - Proceedings of the Institution of …, 2005 - journals.sagepub.com
Abstract Machine learning is concerned with enabling computer programs automatically to
improve their performance at some tasks through experience. Manufacturing is an area …
improve their performance at some tasks through experience. Manufacturing is an area …
A review on evolution of production scheduling with neural networks
DE Akyol, GM Bayhan - Computers & Industrial Engineering, 2007 - Elsevier
The production scheduling problem allocates limited resources to tasks over time and
determines the sequence of operations so that the constraints of the system are met and the …
determines the sequence of operations so that the constraints of the system are met and the …
A framework for generating product production information for mass customization
As mass customization companies grow their business, the amount of custom information
required to run the business increases. This paper proposes an information technology (IT) …
required to run the business increases. This paper proposes an information technology (IT) …
An adaptive approach to dynamic scheduling in knowledgeable manufacturing cell
HB Yang, HS Yan - The International Journal of Advanced Manufacturing …, 2009 - Springer
To overcome deficiency in the global capacity of a single dispatching rule, it is vital to select
a dispatching rule in real time for dynamic scheduling. Among the studies addressing the …
a dispatching rule in real time for dynamic scheduling. Among the studies addressing the …
[PDF][PDF] A review for dynamic scheduling in manufacturing
K Bukkur, MI Shukri, OM Elmardi - The Global Journal of Researches …, 2018 - academia.edu
This paper discusses review of literature of dynamic scheduling in manufacturing. First, the
problem is defined. The scheduling problems are classified based on the nature of the shop …
problem is defined. The scheduling problems are classified based on the nature of the shop …
[PDF][PDF] Real-time scheduling of flexible manufacturing systems using support vector machines and case-based reasoning
Dispatching rules are usually applied to schedule jobs in Flexible Manufacturing Systems
(FMSs) dynamically. Despite their frequent use, one of the drawbacks that they display is …
(FMSs) dynamically. Despite their frequent use, one of the drawbacks that they display is …
Intelligent computation for manufacturing
A Afify - Formal Methods in Manufacturing Systems: Recent …, 2013 - igi-global.com
Intelligent computation refers to intelligence artificially realised through computation. This
chapter reviews six intelligent computation techniques. They are: knowledge-based …
chapter reviews six intelligent computation techniques. They are: knowledge-based …