[图书][B] Control systems and reinforcement learning
S Meyn - 2022 - books.google.com
A high school student can create deep Q-learning code to control her robot, without any
understanding of the meaning of'deep'or'Q', or why the code sometimes fails. This book is …
understanding of the meaning of'deep'or'Q', or why the code sometimes fails. This book is …
Load effect on service times
In this paper, we develop a general framework to analyze the influence of system load on
service times in queueing systems. Our framework unifies previous results and ties them to …
service times in queueing systems. Our framework unifies previous results and ties them to …
Impact of workload on service time and patient safety: An econometric analysis of hospital operations
DS Kc, C Terwiesch - Management science, 2009 - pubsonline.informs.org
Much of prior work in the area of service operations management has assumed service rates
to be exogenous to the level of load on the system. Using operational data from patient …
to be exogenous to the level of load on the system. Using operational data from patient …
Past the point of speeding up: The negative effects of workload saturation on efficiency and patient severity
JA Berry Jaeker, AL Tucker - Management Science, 2017 - pubsonline.informs.org
Service organizations face a trade-off between high utilization and responsiveness. High
utilization can improve financial performance, but causes congestion, which increases …
utilization can improve financial performance, but causes congestion, which increases …
An econometric analysis of patient flows in the cardiac intensive care unit
DS Kc, C Terwiesch - Manufacturing & Service Operations …, 2012 - pubsonline.informs.org
This paper explores the rationing of bed capacity in a cardiac intensive care unit (ICU). We
find that the length of stay for patients admitted to the ICU is influenced by the occupancy …
find that the length of stay for patients admitted to the ICU is influenced by the occupancy …
Early task initiation and other load-adaptive mechanisms in the emergency department
RJ Batt, C Terwiesch - Management Science, 2017 - pubsonline.informs.org
We study a multistage service process that adapts to system occupancy level. Using
operational data from more than 140,000 patient visits to a hospital emergency department …
operational data from more than 140,000 patient visits to a hospital emergency department …
A survey on delay-aware resource control for wireless systems—Large deviation theory, stochastic Lyapunov drift, and distributed stochastic learning
In this paper, a comprehensive survey is given on several major systematic approaches in
dealing with delay-aware control problems, namely the equivalentrate constraint approach …
dealing with delay-aware control problems, namely the equivalentrate constraint approach …
Power-aware speed scaling in processor sharing systems
Energy use of computer communication systems has quickly become a vital design
consideration. One effective method for reducing energy consumption is dynamic speed …
consideration. One effective method for reducing energy consumption is dynamic speed …
[图书][B] Optimal design of queueing systems
S Stidham Jr - 2009 - taylorfrancis.com
The First Comprehensive Book on the SubjectFocusing on the underlying structure of a
system, Optimal Design of Queueing Systems explores how to set the parameters of a …
system, Optimal Design of Queueing Systems explores how to set the parameters of a …
Operations systems with discretionary task completion
Most performance evaluation models in the operations management literature implicitly
assume that tasks possess standardized completion criteria. However, in many systems …
assume that tasks possess standardized completion criteria. However, in many systems …