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Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events
H Wang, J Cheng, C Liu, Y Zhang, S Hu, L Chen - Applied Soft Computing, 2022 - Elsevier
The economic benefits for manufacturing companies will be influenced by how it handles
potential dynamic events and performs multi-objective real-time scheduling for existing …
potential dynamic events and performs multi-objective real-time scheduling for existing …
An IoT-enabled real-time dynamic scheduler for Flexible Job Shop Scheduling (FJSS) in an Industry 4.0 Based Manufacturing Execution System (MES 4.0)
A Tariq, SA Khan, WH But, A Javaid, T Shehryar - IEEE Access, 2024 - ieeexplore.ieee.org
The most challenging aspect identified in this study revolves around effectively managing
machine breakdowns to ensure uninterrupted production. This paper presents a real-time …
machine breakdowns to ensure uninterrupted production. This paper presents a real-time …
Accelerated simulated annealing algorithm applied to the flexible job shop scheduling problem
This paper presents a simulated annealing algorithm accelerated by a partial scheduling
mechanism and a cooling schedule mechanism that is a function of the standard deviation …
mechanism and a cooling schedule mechanism that is a function of the standard deviation …
An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem
W Yu, L Zhang, N Ge - International Journal of Intelligent …, 2022 - Wiley Online Library
There are various uncertain disturbances in the actual manufacturing environment, which
makes dynamic multiobjective flexible scheduling problem of flexible job shop (MDFJSP) …
makes dynamic multiobjective flexible scheduling problem of flexible job shop (MDFJSP) …
An efficient hybrid integer and categorical particle swarm optimization algorithm for the multi-mode multi-project inverse scheduling problem in turbine assembly …
Y Zhang, X Hu, X Cao, C Wu - Computers & Industrial Engineering, 2022 - Elsevier
This article deals with the multi-mode multi-project inverse scheduling problem of the turbine
assembly workshop in a Chinese electric power station equipment manufacturing firm …
assembly workshop in a Chinese electric power station equipment manufacturing firm …
Solving the flexible job-shop just-in-time scheduling problem with quadratic earliness and tardiness costs
The flexible job-shop scheduling problem is known to be an (Non-deterministic Polynomial-
time hard) combinatorial problem and has become a challenge in optimization and …
time hard) combinatorial problem and has become a challenge in optimization and …
[HTML][HTML] Research on Scheduling Algorithm of Knitting Production Workshop Based on Deep Reinforcement Learning
L Sun, W Shi, C Xuan, Y Zhang - Machines, 2024 - mdpi.com
Intelligent scheduling of knitting workshops is the key to realizing knitting intelligent
manufacturing. In view of the uncertainty of the workshop environment, it is difficult for …
manufacturing. In view of the uncertainty of the workshop environment, it is difficult for …
Two improved cuckoo search algorithms for solving the flexible job-shop scheduling problem
ATS Al-Obaidi, SA Hussein - International Journal on …, 2016 - journals.iium.edu.my
Abstract The Cuckoo Search (CS) is heuristic search algorithm which inspired from cuckoo
bird behavior. In this paper, we proposed two improvements for the cuckoo search algorithm …
bird behavior. In this paper, we proposed two improvements for the cuckoo search algorithm …
[PDF][PDF] Job-shop scheduling problem based on improved cuckoo search algorithm
H Hu, W Lei, X Gao, Y Zhang - Int. J. Simul. Model, 2018 - ijsimm.com
This paper makes an in-depth exploration into the job-shop scheduling problem (JSP). After
reviewing the related literature, the local search mechanism of the particle swarm algorithm …
reviewing the related literature, the local search mechanism of the particle swarm algorithm …
[PDF][PDF] Genetic algorithms with feasible operators for solving job shop scheduling problem
YR Kalshetty, AC Adamuthe, SP Kumar - J. Sci. Res, 2020 - researchgate.net
Job scheduling is one of the key activities performed in industries for manufacturing
planning. In job scheduling, each job that contains various operations is allocated to one of …
planning. In job scheduling, each job that contains various operations is allocated to one of …