Example: Finding The Root of A Polynomial
Suppose that the bisection method is used to find a root of the polynomial
First, two numbers and have to be found such that and have opposite signs. For the above function, and satisfy this criterion, as
and
Because the function is continuous, there must be a root within the interval .
In the first iteration, the end points of the interval which brackets the root are and, so the midpoint is
The function value at the midpoint is . Because is negative, is replaced with for the next iteration to ensure that and have opposite signs. As this continues, the interval between and will become increasingly smaller, converging on the root of the function. See this happen in the table below.
Iteration | ||||
---|---|---|---|---|
1 | 1 | 2 | 1.5 | −0.125 |
2 | 1.5 | 2 | 1.75 | 1.6093750 |
3 | 1.5 | 1.75 | 1.625 | 0.6660156 |
4 | 1.5 | 1.625 | 1.5625 | 0.2521973 |
5 | 1.5 | 1.5625 | 1.5312500 | 0.0591125 |
6 | 1.5 | 1.5312500 | 1.5156250 | −0.0340538 |
7 | 1.5156250 | 1.5312500 | 1.5234375 | 0.0122504 |
8 | 1.5156250 | 1.5234375 | 1.5195313 | −0.0109712 |
9 | 1.5195313 | 1.5234375 | 1.5214844 | 0.0006222 |
10 | 1.5195313 | 1.5214844 | 1.5205078 | −0.0051789 |
11 | 1.5205078 | 1.5214844 | 1.5209961 | −0.0022794 |
12 | 1.5209961 | 1.5214844 | 1.5212402 | −0.0008289 |
13 | 1.5212402 | 1.5214844 | 1.5213623 | −0.0001034 |
14 | 1.5213623 | 1.5214844 | 1.5214233 | 0.0002594 |
15 | 1.5213623 | 1.5214233 | 1.5213928 | 0.0000780 |
After 15 iterations, it becomes apparent that there is a convergence to about 1.521: a root for the polynomial.
Read more about this topic: Bisection Method
Famous quotes containing the words finding and/or root:
“At the age of twelve I was finding the world too small: it appeared to me like a dull, trim back garden, in which only trivial games could be played.”
—Elizabeth Bowen (18991973)
“Not marble nor the gilded monuments
Of princes shall outlive this powerful rime;
But you shall shine more bright in these contents
Than unswept stone, besmeared with sluttish time.
When wasteful war shall statues overturn,
And broils root out the work of masonry,
Nor Mars his sword nor wars quick fire shall burn
The living record of your memory.”
—William Shakespeare (15641616)