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- Consider the following optimisation problemmin f(x, y) = x + y − x2subject to x + y ≤ 1x ≥ 0, y ≥ 0.a) Find a critical point of the Lagrangian.b) Find a better solution to the problem above than the critical point ofthe Lagrangian calculated in a).c) What sufficient condition for the optimality of the Lagrangian solutionis violated by the problem.Find the minimum value of z =x2 + y2 subject to the condition x + y = 18.Suppose f(x,y)=x2+y2−2x−2y+1f(x,y)=x2+y2−2x−2y+1 (A) How many critical points does ff have in R2R2? (B) If there is a local minimum, what is the value of the discriminant D at that point? If there is none, type N. (C) If there is a local maximum, what is the value of the discriminant D at that point? If there is none, type N. (D) If there is a saddle point, what is the value of the discriminant D at that point? If there is none, type N. (E) What is the maximum value of ff on R2R2? If there is none, type N. (F) What is the minimum value of ff on R2R2? If there is none, type N.