“…(where, Σ R = 2 ∂V K √ hd 3 x, Σ R 2 = 4 ∂V RK √ hd 3 x and Σ G = 4 ∂V 2G ij K ij + K 3 √ hd 3 x are the supplementary boundary terms known as the Gibbons-Hawking-York term corresponding to the linear sector, its modified version for curvature squared term and for Gauss-Bonnet-dilatonic coupled sector respectively, α, β, and Λ(φ) are the coupling parameters, V (φ) is the dilatonic potential, while the symbol K stands for K = K 3 − 3KK ij K ij + 2K ij K ik K k j , K being the trace of extrinsic curvature tensor), modified Horowitz' formalism ends up with a different phase-space Hamiltonian, which is not related to the others under canonical transformation [14]. The most important outcome of the work is that, the well-known standard formalisms [6][7][8], for which supplementary boundary terms are not required due to the fact that δh ij = 0 = δK ij at the boundary, don't produce correct classical analogue of the theory under appropriate semi-classical approximation, although modified Horowitz' formalism does [14].…”