5.5: Linearization and Newton’s Method

For any function f (x), the tangent is a close approximation of the function for some small distance from the tangent point. We call the equation of the tangent the linearization of the function.

Start with the point/slope equation: linearization of f at a is the standard linear approximation of f at a. The linearization is the equation of the tangent line, and you can use the old formulas if you like.

Example 1. Accuracy = │True Value – Approx.│ │2.009 – 2│ = │0.009│ < 0.01

Important linearizations for x near zero: This formula also leads to non-linear approximations:

Newton’s Method Finding a root for: We will use Newton’s Method to find the root between 2 and 3.

Guess: (not drawn to scale) (new guess)

Guess: (new guess)

Guess: (new guess)

Guess: Amazingly close to zero! This is Newton’s Method of finding roots. It is an example of an algorithm (a specific set of computational steps.) It is sometimes called the Newton-Raphson method This is a recursive algorithm because a set of steps are repeated with the previous answer put in the next repetition. Each repetition is called is called an iteration.

Guess: Newton’s Method: Amazingly close to zero! This is Newton’s Method of finding roots. It is an example of an algorithm (a specific set of computational steps.) It is sometimes called the Newton-Raphson method This is a recursive algorithm because a set of steps are repeated with the previous answer put in the next repetition. Each repetition is called an iteration.

How to do Newton’s Method on the TI-83/84. Let’s use and Enter the function in Y1 and its derivative in Y2. Use nDeriv for difficult derivatives. 2. On the home screen, store the initial guess into X. Guess STO> X 3. Type X - Y1/Y2 STO> X and press the ENTER key over and over. Watch as the numbers converge to the zero of f. When the values stop changing, it means that your calculator has found the zero to the extent of its displayed digits.

The only reason to use the calculator for Newton’s Method is to help your understanding or to check your work. It would not be allowed in a college course, on the AP exam or on one of my tests.

Find where crosses .

p* There are some limitations to Newton’s method: Wrong root found Looking for this root. Bad guess. Wrong root found Failure to converge p*

dy can be considered a very small change in y. Differentials: When we first started to talk about derivatives, we said that becomes when the change in x and change in y become very small. dy can be considered a very small change in y. dx can be considered a very small change in x.

Let be a differentiable function. The differential is an independent variable. The differential is:

Example: Consider a circle of radius 10. If the radius increases by 0 Example: Consider a circle of radius 10. If the radius increases by 0.1, approximately how much will the area change? very small change in r very small change in A (approximate change in area)

(approximate change in area) Compare to actual change: New area: Old area:

Newton’s method is built in to the Calculus Tools application on the TI-89. Of course if you have a TI-89, you could just use the root finder to answer the problem. The only reason to use the calculator for Newton’s Method is to help your understanding or to check your work. It would not be allowed in a college course, on the AP exam or on one of my tests.

Now let’s do one on the TI-89: Approximate the positive root of: APPS Select and press . Calculus Tools ENTER If you see this screen, press , change the mode settings as necessary, and press again. ENTER APPS

Now let’s do one on the TI-89: Approximate the positive root of: APPS Select and press . Calculus Tools ENTER Press (Deriv) F2 Press (Newton’s Method) 3 Enter the equation. (You will have to unlock the alpha mode.) Set the initial guess to 1. Set the iterations to 3. Press . ENTER

Press to see each iteration. ENTER Press to see the summary screen. ESC

Press and then to return your calculator to normal. ESC HOME p