The question as listed in the screenshot. This includes coding in R Software

Problem 5 Let NO 0 A1 = 0 O 2 A2 = 0 ONO and b = Let fi(x) = ;x Aix - b x and f2(x) = ;x A2x - bx. Implement Gradient Descent to minimize both fi(x) and f2(x). For each function, run gradient descent with 5 different random initializations, and print the solutions. Are they the same for each random initialization? Explain