We study several variants of a nonsmooth Newton-type algorithm for solving an eigenvalue problem of the form
$K\ni x\perp(Ax-\lambda Bx)\in K^{+}.$
Such an eigenvalue problem arises in mechanics and in other areas of applied mathematics. The symbol
K refers to a closed convex cone in the Euclidean space ?
n and (
A,
B) is a pair of possibly asymmetric matrices of order
n. Special attention is paid to the case in which
K is the nonnegative orthant of ?
n . The more general case of a possibly unpointed polyhedral convex cone is also discussed in detail.