AbstractLet A be an n×n nonnegative irreducible matrix, let A[α] be the principal submatrix of A based on the nonempty ordered subset α of {1,2,…,n}, and define the generalized Perron complement of A[α] by Pt(A/A[α]), i.e., Pt(A/A[α])=A[β]+A[β,α](tI-A[α])-1A[α,β],t>ρ(A[α]).This paper gives the upper and lower bounds on the Perron root of A. An upper bound on Perron root is derived from the maximum of the given parameter t0 and the maximum of the row sums of Pt0(A/A[α]), synchronously, a lower bound on Perron root is expressed by the minimum of the given parameter t0 and the minimum of the row sums of Pt0(A/A[α]). It is also shown how to choose the parameter t after α to get tighter upper and lower bounds of ρ(A). Several numerical examples ...