How do you set the rent?

If it's an apartment, it's the fixed cost set by the landlord, but what if you are the landlord?

Do you set the rent to be based on the mortgage, or based on rents for similar properties?

With that same logic, if you had a place that was below market, could you set rent to market and charge that?