Finite Element Method leads to minimization of a Quadratic
Form
with customary solution
derived by differentiating (1) with respect to or by
completing the square
We will derive an iterative approach (PPCG) to (2)
by an intuitive minimization method applied to (1). This
is not the true conjugate method, but has the basic idea. As usual,
iterations are labelled by and we start with