While it's impossible to keep brush from growing back, you can take a few key steps to ensure that it won't overtake your yard again:
* Ensure you remove the roots when you clear brush.
* Consider using a herbicide to completely kill any overgrowth.
* Add landscape fabric below any mulch.
* Provide continual maintenance to the area.