Minimize a quadratic function

How to minimize the quadratic function f(x) = 1/2 x^T A x + b^T x + c, subject to the constrain Vx=d, where T is the usual transpose operator, A is a matrix, and b, c, d are vectors?

Pretty elegant application of Karush–Kuhn–Tucker conditions