 Trust-region subproblem

The trust-region subproblem minimizes a quadratic function on a closed Euclidean ball. Even if $H$ has a negative eigenvalue, the compactness of this ball guarantees a global minimum. An exact answer is often unnecessary: a fixed fraction of the Cauchy decrease bound supplies a useful inexpensive standard.