Whether you choose Bridgestone or Yokohama, the cheapest place to buy them is the Bridgestone store at Barwa Village, on the road to Wakrah.
They are cheaper than Woqod, or any other tyre place I've been to.
Call them on 3319 7489 to check if they have your sizes.