Be careful; that's a dangerous game you're playing! I did the same thing once and all my tiles became completely unusable immediately afterwards as a result. Some turned to brick, some to wood, some to ore, some to wheat, and some to... sheep.

Seriously though, a quick shuffle together on the table followed by a thorough mix around in the bag is normally enough to ensure things are as random as necessary for me.