  In this paper, we give tight bounds for the normalized Laplacian eigenvalues
of hypergraphs that are not necessarily uniform, and provide an edge version
interlacing theorem, a Cheeger inequality, and a discrepancy inequality that
are related to the normalized Laplacian eigenvalues for uniform hypergraphs.
