Perform two iterations of the gradient descent algorithm to find the minima of E( w ) 2w 1 2 2 w 1 w 2 5w 2 2 The starting point is w 1 2, and w 2 2 Show E( w ), w 1 , w 2 after 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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Question: 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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