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In this problem there are two inputs, x 1 and x 2 , and one output, y . First generate x 1 and x 2

In this problem there are two inputs, x1 and x2, and one output, y. First generate x1 and x2 within the interval [-5,5]. To obtain the training set, calculate y=4*sin(x1)*x1+0.5*x1*x2+3*cos(x2) for some x1 and x2 values. Implement the backpropagation algorithm and plot the total error after each epoch. After the training part, select different x1 and x2 values other than the ones used in the training part to test the network. Test the network with different number of layers and neurons.

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