Rayleigh quotient

approximation eigenvalue as initial guess

$$x\lambda \cong Ax$$ $$x^{T}x\lambda =x^{T}Ax$$ $$\lambda =\frac{x_k^{T}A{x}_k}{x_k^T{x}_k}$$