In the article a method of exact penalty functions for minimizing a quasidifferentiable function under quasidifferentiable constraints is discusses. A regularity condition for the function which defines a constraint is introduced and prove that when it is running, there is an exact penalty parameter. The case when the constraint is convex is studied in detail.