$2$

Consider the optimization problem

$minimize{x}^2+xy+y^2-2y$

subject $tox+y=2$

Find the optimal solution analytically using Lagrange mulitpliers. Next find the optimal solution using

Newton's algorithm with quadratic penalty function and verify your result using Matlab fmincon$()$ or

Python scipy.optimize$().$