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Convergence Behavior
Converges quadratically (error drops dramatically each step) when initial guess is reasonably close
Shape of the convergence is the same, even with bad guesses
Why Linear Problems Converge in One Step
If the function is linear, jacobian is constant = solving for the 0 in one step
Linear Convergence happens when…
The root has multiplicity 1 when (x-a)^n, n =1, then the derivative vanishes
No real solution occurs when…
We divide by 0 or diverge
Newton’s method breaks when…
Jacobian / f’(x) = 0
No real solutions
Really bad guess
Taylor Series of 2D Newton’s

Newton’s Method for 2D

Taylor Expansion for 3D Newtons

Newton’s Method for 3D
