Prices should increase in the case of increased demand. Prices must increase in that case if you want the supply to increase, which is the only way to actually meet demand.
Not in isolation. But if building restrictions and zoning restrictions were lifted, and supply could meet demand, then rent control wouldn't be necessary, because the landlord wouldn't be able to get away with doubling rent.