Why isn't killing people who kill people wrong?

I was thinking about it, and with things like the death penalty and such… there’s that unwritten rule that we shouldn’t kill others. I was just wondering why its okay to kill people who kill other people – I mean, I know that its better (somehow), but I don’t know how to work it out in my mind.