Given a $n\times n$ matrix $B$ defined by $e^B$ by $$e^B=\sum_{j=0}^\infty \frac{B^j}{j!}$$
Let $p$ be the characteristic polynomial of $B$ Then the matrix $e^{p(B)}$ is
Choose the correct option from above.
By Caley Hamilton Theorem, we know that every matrix satisfies its own characteristic polynomial. Thus, $p(B)=0$. This gives,
$$e^0=I_{n\times n}$$
The correct option is Item 1.