From what I've read about delusions, there isn't a deficit in the person's ability to reason per se, just that the delusional beliefs somehow bypass the reasoning process. So the person can reason other things through in a 'normal' way, just not the delusional beliefs. It's not a conscious choice to 'abandon reason for madness', but it does seem to get 'abandoned' nonetheless...

*Willow*