That would be a good argument if the majority of people working minimum wage were being supported by their parents. 

Wages are based on how much power you have over how much you're paid. Minimum wage protects those who have no power at all from being essentially put in slavery by the job market. It must be a living wage, otherwise those at the bottom of the ladder have no chance to improve their lives; if all you can do is survive, you cannot grow.