In current hardware design flow, functional verification is widely acknowledged as the crucial step. This paper presents a new contribution to reduce the cost of this step by automating it. We address here, one of the principal challenges of dynamic verification, by providing a new approach for automatic test generation. This approach combines mutation-based test techniques and genetic algorithms to produce stimuli for design under test. The feasibility of the proposed approach is assessed with a preliminary implementation, and some framework has been tested.