Solving the job-shop scheduling problem in the industry 4.0 era

ME Leusin, EM Frazzon, M Uriona Maldonado, M Kück… - Technologies, 2018 - mdpi.com
Technological developments along with the emergence of Industry 4.0 allow for new
approaches to solve industrial problems, such as the Job-shop Scheduling Problem (JSP) …

Multiagent and bargaining-game-based real-time scheduling for internet of things-enabled flexible job shop

J Wang, Y Zhang, Y Liu, N Wu - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
With the rapid advancement and widespread applications of information technology in the
manufacturing shop floor, a huge amount of real-time data is generated, providing a good …

Distributional reinforcement learning with the independent learners for flexible job shop scheduling problem with high variability

SH Oh, YI Cho, JH Woo - Journal of Computational Design and …, 2022 - academic.oup.com
Multi-agent scheduling algorithm is a useful method for the flexible job shop scheduling
problem (FJSP). Also, the variability of the target system has to be considered in the …

[HTML][HTML] A multi-agent based cooperative approach to scheduling and routing

S Martin, D Ouelhadj, P Beullens, E Ozcan… - European Journal of …, 2016 - Elsevier
In this paper, we propose a general agent-based distributed framework where each agent is
implementing a different metaheuristic/local search combination. Moreover, an agent …

Potential of a multi-agent system approach for production control in smart factories

ME Leusin, M Kück, EM Frazzon, MU Maldonado… - IFAC-PapersOnLine, 2018 - Elsevier
Digitalization and Industry 4.0 allow for the development of new approaches to deal with
classic industrial problems, such as production planning and control. In this context, Multi …

Distributed multi-agent scheduling and control system for robotic flexible assembly cells

A Maoudj, B Bouzouia, A Hentout, A Kouider… - Journal of intelligent …, 2019 - Springer
This paper deals with the development of a distributed multi-agent system (DMAS) for
scheduling and controlling Robotic Flexible Assembly Cells (RFAC). In the proposed …

Dynamic response to demand variability for precast production rescheduling with multiple lines

Z Wang, H Hu - International Journal of Production Research, 2018 - Taylor & Francis
Production scheduling plays a crucial role in the prefabricated construction productivity and
on-time delivery of precast components (PCs). However, previous studies mainly focused on …

Dynamic decision support framework for production scheduling using a combined genetic algorithm and multiagent model

J Du, P Dong, V Sugumaran… - Expert …, 2021 - Wiley Online Library
Due to the dynamic nature, complexity, and interactivity of production scheduling in an
actual business environment, suitable combined and hybrid methods are necessary. This …

Synchronizing production scheduling with resources allocation for precast components in a multi-agent system environment

Z Wang, H Hu, J Gong, X Ma - Journal of Manufacturing Systems, 2018 - Elsevier
The performance of precast construction is highly dependent on the effectiveness of
production planning for the precast components (PCs). However, existing studies focused …

Towards a distributed multi-agent framework for shared resources scheduling

B Archimede, A Letouzey, MA Memon, J Xu - Journal of Intelligent …, 2014 - Springer
Nowadays, manufacturers have to share some of their resources with partners due to the
competitive economic environment. The management of the availability periods of shared …