Question: Using the gradient descent method to optimize the following functions in the range of 2 , 2 with the initial point x 0 = [

Using the gradient descent method to optimize the following functions in the range of 2,2 with the initial point x0=[1.51.5].
f(x,y)=x2+x+y+2*y2
a. Choose the stop criteria as
|ft--ft|10-
where ft-1 and fi represent the values at t+1 and t steps.
b. Choose leaming rate: 0.1, get the final solution (x) which is the coordinate x,y when the algorithm stop. Plot the trajectory of x(all x from x0 to x) together with the f(x,y) in the same figure which is similar as follows
 Using the gradient descent method to optimize the following functions in

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