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Consider the problem of minimizing the loss function f(11, 12) = (1 - 11)2 + (22 2?)?. Derive Newton-Raphson algorithm to find the minimizer. Implement
Consider the problem of minimizing the loss function f(11, 12) = (1 - 11)2 + (22 2?)?. Derive Newton-Raphson algorithm to find the minimizer. Implement the algorithm in Matlab and provide the trajectory of the solution over iterations. Compare the trajectories of Newton-Raphson algorithm vs. gradient descent algorithm by providing them on the same plot. Consider the problem of minimizing the loss function f(11, 12) = (1 - 11)2 + (22 2?)?. Derive Newton-Raphson algorithm to find the minimizer. Implement the algorithm in Matlab and provide the trajectory of the solution over iterations. Compare the trajectories of Newton-Raphson algorithm vs. gradient descent algorithm by providing them on the same plot
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