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Perform two iterations of the gradient descent algorithm to find the minima of E( w )= 2w 1 2 + 2 w 1 w 2

Perform two iterations of the gradient descent algorithm to find the minima of

E(w)= 2w12+ 2 w1w2+ 5w22. The starting point is w1= 2, and w2= -2. Show E(w), w1, w2after each iteration. Assume learning rate to be 0.1 for this problem. Draw a graph with x axis as iteration number and y axis as error to show the learning path.

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