Efficient computation of shapley values for demand response programs

@inproceedings{OBrien2013EfficientCO,
  title={Efficient computation of shapley values for demand response programs},
  author={Gear{\'o}id O'Brien and Abbas El Gamal and Ram Rajagopal},
  booktitle={e-Energy},
  year={2013}
}
Demand Response, or adjusting the aggregate load profile as a means to help balance supply and demand in electricity grids, is currently a popular area of research. In this paper, we propose analyzing demand response schemes in a game theoretic setting, and utilizing the Shapley Value for fairly compensating participants of such schemes. As exact computation of the Shapley Value is intractable in general, we also propose a pseudo-randomized sampling method that can dramatically reduce the… CONTINUE READING

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