Let ${\cal B(H)}^n$ be the algebra of all $n$-tuples of bounded linear operators on a separable Hilbert space ${\cal H}$, and ${\cal G}$ a set of maps on ${\cal B(H)}^n$ belong to an appropriate class. Then any $n$-tuple ${\bmit T}$ can be decomposed into the direct sum ${\bmit T}_0 \oplus {\bmit T}^{'}$ of the maximum ${\cal G}$-definite (respectively, ${\cal G}$-semidefinite) part ${\bmit T}_0$ and the completely non ${\cal G}$-definite (resp., non ${\cal G}$-semidefinite) part ${\bmit T}^{'}$. It follows that any bounded operator $T$ has the maximum $k$-hyponormal part for any positive integer $k$, and so, it can be decomposed into the direct sum $T=T_0 \oplus T_1 \oplus T_2 \oplus \cdots \oplus T_s$ of the completely non hyponormal part $T_0$, the $k$-hyponormal but non $(k+1)$-hyponormal part $T_k \ (1\le k<\infty)$ and the maximum subnormal part $T_s$.