Task Release Control for Decision Making Queues

Details Task Release Control for Decision Making Queues Task Release Control for Decision Making Queues

2010-10-07

arxiv.org/abs/1010.1549v1

Mathematics

Optimization and Control

8 pages, Submitted to American Controls Conference, San Francisco, CA, June 2011

Scientific paper

We consider the optimal duration allocation in a decision making queue. Decision making tasks arrive at a given rate to a human operator. The correctness of the decision made by human evolves as a sigmoidal function of the duration allocated to the task. Each task in the queue loses its value continuously. We elucidate on this trade-off and determine optimal policies for the human operator. We show the optimal policy requires the human to drop some tasks. We present a receding horizon optimization strategy, and compare it with the greedy policy.

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