Online Learning and Optimization for Queues with Unknown Demand Curve and Service Distribution

Xinyun Chen, Guiyu Hong, Yunan Liu

We investigate an optimization problem in a queueing system where the service provider selects the optimal service fee p and service capacity μto maximize the cumulative expected…