Robust scheduling for flexible machining job shop subject to machine breakdowns and new job arrivals considering system reusability and task recurrence

J Duan, J Wang - Expert Systems with Applications, 2022 - Elsevier
This paper focuses on the production scheduling problem of flexible job shops. In the
production process of flexible job shop, there are dynamic events such as machine …

考虑交货期的双资源柔性作业车间节能调度

张洪亮, 徐静茹, 谈波, 徐公杰 - 系统仿真学报, 2023 - china-simulation.com
为解决含有机器和工人双资源约束的柔性作业车间节能调度问题, 在考虑交货期的基础上,
建立了以总提前和拖期惩罚值及总能耗最小为目标的双资源柔性作业车间节能调度模型 …

An adaptive large neighborhood search algorithm for parallel assembly lines scheduling problem with complex fixture constraints

Z Mao, Y Xu, K Fang, C Wang, D Huang - Computers & Industrial …, 2024 - Elsevier
In recent years, the value chain facilitates the transition of competition among enterprises
from a single link to a comprehensive one, thereby driving intelligent upgrades within …

基于改进Jaya 算法的双资源约束柔性作业车间调度

郭鹏, 赵文超, 雷坤 - 吉林大学学报(工学版), 2023 - xuebao.jlu.edu.cn
考虑工人操作熟练度对双资源约束柔性作业车间调度的影响, 提出改进的Jaya
算法对其进行求解. 与经典柔性作业车间不同的是, 双资源约束柔性作业车间调度问题 …

Resilience-Based Surrogate Robustness Measure and Optimization Method for Robust Job-Shop Scheduling

S Xiao, Z Wu, H Dui - Mathematics, 2022 - mdpi.com
This paper addresses the robust job-shop scheduling problems (RJSSP) with stochastic
deteriorating processing times by considering the resilience of the production schedule. To …

[PDF][PDF] 基于深度强化学习的工序交互式智能体Job shop 调度方法

陈睿奇, 黎雯馨, 王传洋, 杨宏兵 - 机械工程学报, 2023 - qikan.cmes.org
针对作业车间调度问题(Job shop scheduling problem, JSSP) 因NP-难属性难以快速获得优质
解, 以及生产场景随机扰动所导致的频繁重调度等求解难题, 基于深度强化学习提出一种新颖的 …

Dual Resource Constrained Flexible Job Shop Energy-saving Scheduling Considering Delivery Time

H Zhang, J Xu, B Tan, G Xu - Journal of …, 2023 - dc-china-simulation …
To handle the flexible job shop energy-saving scheduling with machines and workers
constraints, on the considering of delivery time, the optimization model of dual resource …

改进COOT 算法求解多目标柔性车间调度问题.

凌方平, 吉卫喜 - Journal of Computer Engineering & …, 2023 - search.ebscohost.com
针对柔性车间调度的多目标优化问题, 建立了以完工时间, 机器总负荷, 能耗为优化目标的模型,
并提出了一种结合模拟退火的多目标COOT 算法(multi-objective COOT algorithm combined …

Dual Resource Constrained Flexible Job Shop Energy-saving Scheduling Considering Delivery Time

Z Hongliang, X Jingru, T Bo… - Journal of System …, 2023 - china-simulation.com
To handle the flexible job shop energy-saving scheduling with machines and workers
constraints, on the considering of delivery time, the optimization model of dual resource …

[PDF][PDF] Interactive Operation Agent Scheduling Method for Job Shop Based on Deep Reinforcement Learning

陈睿奇, 黎雯馨, 王传洋, 杨宏兵 - Journal of Mechanical Engineering - qikan.cmes.org
Job shop scheduling problem (JSSP) is difficult to obtain high-quality solution quickly due to
NP hard attribute, and rescheduling occurs frequently due to the random disturbances of …