Optimal balanced control for call centers

Optimal balanced control for call centers

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Article ID: iaor20128200
Volume: 201
Issue: 1
Start Page Number: 39
End Page Number: 62
Publication Date: Dec 2012
Journal: Annals of Operations Research
Authors: , , ,
Keywords: simulation: applications
Abstract:

In this paper we study the optimal assignment of tasks to agents in a call center. For this type of problem, typically, no single deterministic and stationary (i.e., state independent and easily implementable) policy yields the optimal control, and mixed strategies are used. Other than finding the optimal mixed strategy, we propose to optimize the performance over the set of ‘balanced’ deterministic periodic non‐stationary policies. We provide a stochastic approximation algorithm that allows to find the optimal balanced policy by means of Monte Carlo simulation. As illustrated by numerical examples, the optimal balanced policy outperforms the optimal mixed strategy.

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