It was very well known that G. W. Bush was itching for an excuse to finish what his old man started.
See the PNAC documentation, if nothing else. You don't need to be a card-carrying member of the Illuminati to understand the personal and political dynamics that existed between Saddam's administration and Bush 43's, or to foresee what was likely to happen.