  This paper is essentially devoted to the study of the minimal eigenvalue
$\lambda_{N,\alpha}$ of the Toepllitz matrice $T_N(\varphi_{\alpha})$ where
$\varphi_{\alpha}(e^{i \theta})=|1- e^{i \theta} |^{2\alpha} c_{1}(e^{i
\theta})$ with $c_{1}$ a positive sufficiently smooth function and
$0<\alpha<\frac{1}{2}$. We obtain $\lambda_{N,\alpha}\sim
c_{\alpha}N^{-2\alpha}c_{1}(1)$ when $N$ goes to the infinity and we have the
bounds of $c_{\alpha}$. To obtain the asymptotic of $\lambda_{N,\alpha}$ we
give a theorem which suggests that the entries of $T_N^{-1}(\varphi_{\alpha})$
and $T_N (\varphi^{-1}_\alpha)$ are closely related. If $\alpha_1 + \alpha_2 >
\frac{1}{2}$ we obtain the asymptotic of the minimal eigenvalue of $T_N
(\varphi_{\alpha_1}) T_N (\varphi_{\alpha_2}).$
