Absolutely you can, I would recommend not booking with the airlines directly, as some of them create quite a few hoops to jump through in terms of fraud prevention. Booking through someone like Expedia or such like doesn't draw the same hassle.
www.kayak.co.uk is a good website to start with. Set the flexibility to maximum as prices vary day by day.