  Let $G$ be a graph with adjacency matrix $A(G)$ and let $D(G)$ be the
diagonal matrix of the degrees of $G$. For any real $\alpha\in [0,1]$,
Nikiforov \cite{VN1} defined the matrix $A_{\alpha}(G)$ as
$$A_{\alpha}(G)=\alpha D(G)+(1-\alpha)A(G).$$ In this paper, we give some
results on the eigenvalues of $A_{\alpha}(G)$ with $\alpha>1/2$. In particular,
we show that for each $e\notin E(G)$,
$\lambda_i(A_{\alpha}(G+e))\geq\lambda_i(A_{\alpha}(G))$. By utilizing the
result, we prove have $\lambda_k(A_{\alpha}(G))\leq\alpha n-1$ for $2\leq k\leq
n$. Moreover, we characterize the extremal graphs with equality holding.
Finally, we show that $\lambda_n(A_{\alpha}({G}))\geq 2\alpha-1$ if $G$
contains no isolated vertices.
