First, as an extension of the ordinary complex structure, we introduce the generalized complex structure and its infinitesimal deformation theory. Secondly, we introduce an important problem in this theory, that is, the local extension of smooth forms. Specifically, we give the local extension formula for a class of smooth forms on deformation of the generalized compact Hermitian manifolds.