Bisection Method

Root Finding

This the reliance of finding the roots/zeroes.

Optimization

Given a polynomial $f(x)$, these are the following steps to determine the minimum or maximum points.

1. Solve for the first derivative of  $f(x)$.
2. Equate $f(x)=0$ and solve for the critical points.
3. Solve for the second derivative of $f(x)$.
4. If $f''(x)=0$, then there is an inflection.
    If $f''(x)>0$, then the critical point is a minimum. (concave up)
    If $f''(x)<0$, then the critical point is a maximum. (concave down)

Finding for the zeroes

Given $f(x)=x^2-10x+9$, we can solve for the zeroes by factoring. Hence,
  $$\begin{split} x^2-10x+9 &= 0 \\  (x-1)(x-9) &= 0 \\ x & =1,9 \end{split}$$
There are other ways to find the zero using the quadratic formula, completing the square, graphing, etc. But in real life, nobody knows what the values of $x$. And if we are given polynomials that are non linear or difficult to find the zeroes, we can use the numerical methods such as the bisection methods. Bisection Method

Assumptions:
1. Function is continuous.
2. There is a certain point of time that it passes through the horizontal line.

Method:
1. Choose two points $x_1$ and $x_2$. Solve for $f(x_1)$ and f(x_2)$. 2. If one of$f(x) is 0, we stop. If not, solve for its midpoint $md = \frac{x_1+x_2}{2}$ and its $f(md)$.
3. If $f(md)=0$, we stop. If not, replace one of the two points $x_1$ and $x_2$ with $md$ of the same sign.
4. Continue steps 2 and 3 and stop only when f(x)=0.

Example:  Can be seen on numericalmethods.xlsx

Given $f(x)=x^2-10x+9$, use the bisection method to get one of the points.

Core issues:

If you have bad starting point, when will you stop?
1. if answer keeps on repeating (logic of the rule), or no change in iterate
2. trivial answer: $f(x)=0$

Valid stopping rules:
3. $|x_n-x_n-1|<absolute error$
4. limit number or iterations
5. percentage change of midpoints(or the relative absolute error) is small enough.