1 truck tire inner tube ($10 or so)
sand or dirt(free right out of the ground)
zip ties(pennies a piece)
duct tape(who doesn't already have duct tape in the house)
Cheap and effective. Make them as heavy as you want, and since you're cutting the tube in half you can make 2.