COMPUTING EXACT COMPONENTWISE BOUNDS ON SOLUTIONS OF LINEAR SYSTEMS WITH INTERVAL DATA IS NP-HARD∗

We prove that it is NP-hard to compute the exact componentwise bounds on solutions of all the linear systems that can be obtained from a given linear system with a nonsingular matrix by perturbing all the data independently of each other within prescribed tolerances.