reasoning

Their actions are based on a very illogical reasoning.
Their actions are based on very illogical reasoning.

Reasoning is normally uncountable, so do not use a/an before it: ‘I don’t understand his reasoning.’ ‘There is some good reasoning behind this decision.’

To talk about one particular argument or idea, use a piece of reasoning or a line of reasoning: ‘That is a clever piece of reasoning.’