The obvious and best strategy...

... is to achieve time travel and then invade the past.

The past has an inferior military, huge oil reserves, and smaller population. It is ripe for conquering.

But it takes time to achieve time travel, therefore you'd just end up back where you started if you attempted to invade the past. Waste of time when you think about it.