Homebrew,
I've got a setup that is very similiar to yours (I've got a Pyramid 60 amp supply though) and haven't had any problems with a one button startup on the power strip, but will keep an eye out for it. I think I've been running it this way for about a year. Might just be your (or my, however you want to look at it) home wiring.
Sephroth57
You really should use a supply like Edgedamage shows. I did this the first time I set up a car amp in my cab. I believe I used a 12V, 12 amp tripplite I got off of ebay for about $25. PC power supplies can give you problems, especially if you try to get any sort of real current draw off of it. I'm up to 3 amps in my cab now so I went to the bigger power supply. Although it looks like ss427's setup worked for him. There is no way that would begin to power my cab's system. For $25, getting a used regulated power supply is the way I would go. FYI, my 60 amp supply cost me $120 shipped (new). I figured it was a good investment for the sound I wanted. My cab doubles as a MP3 jukebox, a normal arcade only cab will not need anything near that much sound.