Quasi-Newton

Similar to Newton Direction, but is better and faster

$$\begin{array}{rl}{p}_k& =-\underset{\approx ({\nabla }^{2}f(x_k){)}^{-1}}{\underbrace{(B_k{)}^{-1}}}\nabla f(x_k)\end{array}$$