In this paper, we consider the following variational problem: \begin{eqnarray*} \inf_{u\in D^{1,2}a(\bbr^N)\backslash}\frac{|u|^2{D^{1,2}a(\bbr^N)}-C{a,b,N}^{-1}|u|^2_{L^{p+1}(|x|^{-b(p+1)},\bbr^N)}}{dist_{D^{1,2}{a}}^2(u, )}:=c{BE}, \end{eqnarray*} where , for and for and with being the Felli-Schneider curve, , and up to dilations and scalar multiplications, , which is positive and radially symmetric, is the unique extremal function of the following classical Caffarelli-Kohn-Nirenberg (CKN for short) inequality \begin{eqnarray*} \bigg(\int_{\bbr^N}|x|^{-b(p+1)}|u|^{p+1}dx\bigg)^{\frac{2}{p+1}}\leq C_{a,b,N}\int_{\bbr^N}|x|^{-2a}|\nabla u|^2dx \end{eqnarray*} with being the optimal constant. It is known in \cite{WW2022} that . In this paper, we prove that the above variational problem has a minimizer for under the following two assumptions: \begin{enumerate} \item[]\quad and , \item[]\quad and , \end{enumerate} where and \begin{eqnarray*} b_{FS}^(a)=\frac{(a_c-a)N}{a_c-a+\sqrt{(a_c-a)^2+N-1}}+a-a_c. \end{eqnarray} Our results extend that of Konig in \cite{K2023} for the Sobolev inequality to the CKN inequality. Moreover, we believe that our assumptions~ and are optimal for the existence of minimizers of the above variational problem.

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