A High-Fidelity, Machine-Learning Enhanced Queueing Network Simulation Model For Hospital Ultrasound Operations.
Yihan PanZhenghang XuJin GuangXinyun ChenJim G. DaiChengwenjian WangXuanming ZhangJingjing SunPengyi ShiYichuan DingSong WuKai YangHongxin PanPublished in: WSC (2021)
Keyphrases
- simulation model
- high fidelity
- queueing networks
- machine learning
- product form
- steady state
- agent based simulation
- discrete event
- multiclass queueing networks
- queueing systems
- heavy traffic
- simulation models
- medical image compression
- real time
- long run
- simulation environment
- queue length
- fluid model
- air cargo
- mathematical model
- simulation tool
- stationary distribution
- state dependent
- computer vision
- high quality
- computational intelligence
- learning algorithm
- arrival rate
- high resolution
- single server
- video conferencing
- intelligent systems
- artificial neural networks
- multi agent