A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations.
Yihan PanZhenghang XuJin GuangJingjing SunChengwenjian WangXuanming ZhangXinyun ChenJim G. DaiYichuan DingPengyi ShiHongxin PanKai YangSong WuPublished in: CoRR (2021)
Keyphrases
- simulation model
- high fidelity
- queueing networks
- machine learning
- product form
- agent based simulation
- steady state
- queueing systems
- discrete event
- heavy traffic
- simulation models
- multiclass queueing networks
- state dependent
- real time
- fluid model
- simulation tool
- simulation environment
- stationary distribution
- medical image compression
- long run
- queue length
- mathematical model
- arrival rate
- high quality
- learning algorithm
- single server
- air cargo
- computer vision
- reinforcement learning
- complex systems
- agent based models
- human operators