Use the method of gradient descent to find the minimum of a function: 5 8 56...

 

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Use the method of gradient descent to find the minimum of a function: 5 8 56 f(x,y)= 5 164 xD 9 52 + + y + Use the method of gradient descent to find the (x, y) value that produces the minimum z = f(x, y) when we start gradient descent from (0,0) and use a learning rate of a = 0.1. 9 52 9 9 - 5x - xy Stop the gradient descent when either: i. Difference in consecutive x, values is less than 0.000001 (Xn+1-xnl <0.000001) or The number of gradient descent iterations exceeds 1024. ii. Use the method of gradient descent to find the minimum of a function: 5 8 56 f(x,y)= 5 164 xD 9 52 + + y + Use the method of gradient descent to find the (x, y) value that produces the minimum z = f(x, y) when we start gradient descent from (0,0) and use a learning rate of a = 0.1. 9 52 9 9 - 5x - xy Stop the gradient descent when either: i. Difference in consecutive x, values is less than 0.000001 (Xn+1-xnl <0.000001) or The number of gradient descent iterations exceeds 1024. ii.