Question: I need help in solving the question below both analytically and then in Python. Using a Lagrange multiplier method, provide the analytical solution of the

I need help in solving the question below both analytically and then in Python.

Using a Lagrange multiplier method, provide the analytical solution of the optimization problem

min x1,x2: (x1 2)2 + 2(x2 1)2 subject to

x1 + 4x2 3

x1 x2

and use a convex optimizer in Python to verify your answer

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