Eigenvectors and eigenvalues of non-regular graphs

In this paper, we investigate the ratio of any two components of a maximal eigenvector of a non-regular graph corresponding to its spectral radius. These results are used to present a new upper bound for the spectral radius of a non-regular graph, which improves Stevanovic’s bound.