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Numerical Methods Qualification Exam Problems and Solutions (University of Maryland)/Practice Problems and Solutions

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Introduction This is a compilation of problems and solutions from past numerical methods qualifying exams at the University of Maryland. August 2008 Problem 1 Consider the system . The GMRES method starts with a point and normalizes the residual so that has 2-norm one. It then constructs orthonormal Krylov bases satisfying where is a upper Hessenberg matrix. One then looks for an approximation to of the form choosing so that is minimized, where is the usual Euclidean norm. Part 1a Show that minimizes . Solution 1a We wish to show that