A new random search algorithm for voltage and reactive power control is proposed.
Both switching costs and voltage-dependent loads are incorporated in the models.
Performance of the algorithm is compared and discussed under different scenarios.
Increasing voltage may increase energy consumption under voltage-dependent loads.