Saddam is/was a complete madman. What he did will will never resemble logic.
Saddam was certainly a murderous thug, but I don't think he was mad. He didn't hang on to power in Iraq for 30 years by being suicidal. And for him to have destroyed his WMD and then to have tried to hide that fact, would have been suicidal.