I have bought the game and I installed it on my PS3 and I love it!

Here is the question:

If I have installed it on my PS3 and I want to install it on my computer now because sometimes my ps3 isn't always available... Can I do so ; or am I required to buy a whole new game disc to install on my computer as well?