Adaptive scheduling for assembly job shop with uncertain assembly times based on dual Q-learning
Author:
Affiliation:
1. College of Engineering, Nanjing Agricultural University, Nanjing, People’s Republic of China
2. Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA, USA
Publisher
Informa UK Limited
Subject
Industrial and Manufacturing Engineering,Management Science and Operations Research,Strategy and Management
Link
https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1794075
Reference33 articles.
1. A self-adaptive differential evolution heuristic for two-stage assembly scheduling problem to minimize maximum lateness with setup times
2. Dynamic job-shop scheduling using reinforcement learning agents
3. Pattern Recognition with Fuzzy Objective Function Algorithms
4. Lot streaming for product assembly in job shop environment
5. An evolutionary algorithm for assembly job shop with part sharing
Cited by 80 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Combining meta-heuristics and Q-learning for scheduling lot-streaming hybrid flow shops with consistent sublots;Swarm and Evolutionary Computation;2024-12
2. Real-time scheduling for two-stage assembly flowshop with dynamic job arrivals by deep reinforcement learning;Advanced Engineering Informatics;2024-10
3. A Double Deep Q-Network framework for a flexible job shop scheduling problem with dynamic job arrivals and urgent job insertions;Engineering Applications of Artificial Intelligence;2024-07
4. Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning;International Journal of Production Research;2024-06-07
5. A matheuristic-based multi-objective evolutionary algorithm for flexible assembly jobs shop scheduling problem in cellular manufacture;Swarm and Evolutionary Computation;2024-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3