In this paper we prove two new results about closed subsemigroups in the family of solvable Lie groups that are central semidirect products of R m and R n , Hmn := R m ⋉ φ R n . An example of such group is the group of orientation preserving affine transformations of the line Aff + . We assume that φ, the structure homomorphism, is continuous and maps nontrivially into the center of Aut(R n ). The first result states that the closure of a subsemigroup generated by a subset in Hmn, that is not included in a maximal subsemigroup with nonempty interior, is actually a subgroup. The second result states that among the subsets in Hmn that are not included in a maximal proper subsemigroup, those that generate Hmn as a closed subsemigroup are dense. Results of this nature were obtained before only for abelian and nilpotent Lie groups and their compact extensions. As an application of the technique developed in the paper, we also find the minimal number of generators as a closed group and as a closed semigroup of Hmn.