New approach for the Min-degree constrained minimum spanning tree problem. Uses a Genetic Algorithm strategy and proposes new tree vectorial representations. Efficiency improvement for the tree generation heu’ristic insuring feasibility. Tested on ‘classical’ graph instances. Performs very well for the harder instances.