Not in a free market. If demand is high, and supply doesn't raise to meet it, then prices will increase unless artificially suppressed.

Rent control could do that for rent, but has its own problems. As for owners, how do you tell someone they aren't allowed to sell their house for what someone else is willing to pay them?