1. The problem statement, all variables and given/known data http://i.imgur.com/TlDOllQ.png 2. Relevant equations As stated. 3. The attempt at a solution I'm not sure how to slay this beast. I know the gradient is just a partial derivative and that the solution likely involves multiple partial derivatives, one for each element in the vector x. But how would the partial derivatives be computed, given the matrices?