I've been annoyed for months by my laptop selecting my neighbor's access point over mine. On every startup I'd have to make sure I was using our network. I looked a few times but apparently with the wrong search terms. The answer is to use gconf-editor as described here. One point that momentarily fooled me, you do not want to use sudo for this.