A state of the art review of intelligent scheduling

MH Fazel Zarandi, AA Sadat Asl, S Sotudian… - Artificial Intelligence …, 2020 - Springer
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 …

Dynamic scheduling of manufacturing systems using machine learning: An updated review

P Priore, A Gómez, R Pino, R Rosillo - Ai Edam, 2014 - cambridge.org
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 …

Applying machine learning to the dynamic selection of replenishment policies in fast-changing supply chain environments

P Priore, B Ponte, R Rosillo… - International Journal of …, 2019 - Taylor & Francis
Firms currently operate in highly competitive scenarios, where the environmental conditions
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 …

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 …

A framework for generating product production information for mass customization

PR Dean, YL Tu, D Xue - The International Journal of Advanced …, 2008 - Springer
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) …

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 …

[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 …

[PDF][PDF] Real-time scheduling of flexible manufacturing systems using support vector machines and case-based reasoning

P Priore, R Pino, J Parreño, J Puente… - Journal of Economics …, 2015 - academia.edu
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 …

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 …