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Let be points in a metric space and define the distance matrix by . The Perron-Frobenius Theorem implies that there is an eigenvector $v \in ^n_{}$ with non-negative entries associated to the largest eigenvalue. We prove that this eigenvector is nearly constant in the sense that the inner product with the constant vector is large and that each entry satisfies . Both inequalities are sharp.

生成讲解博客的中文版本

生成AI智能校验的中文版本