How do successive polynomial terms affect the local shape of the Maclaurin approximation of ?
Successive polynomial terms match higher-order derivatives at the expansion point . The quadratic term matches the second derivative (concavity), the cubic term matches the third derivative, and so on. This causes the local shapes of the approximations to improve and hug the original curve more closely near , even though their global shapes may differ significantly from the exponential function far from the center.
Conditions
- The function is .
- The expansion is centered at .
- Terms are added sequentially from degree 2 to 4.
Reasoning, step by step
- Start with the linear approximation .
- Add the quadratic term to match the second derivative .
- Add the cubic term to match the third derivative .
- Add the quartic term to match the fourth derivative .
- Observe that each addition refines the fit near by capturing more curvature information.
Example
The script states: 'The quadratic, cubic and quartic terms successively match more derivatives at zero. Their local shapes improve even though their global shapes differ from the exponential.'
Common misconceptions
- Assuming that adding more terms always improves the approximation globally.
- Believing that the polynomial will eventually match the exponential function exactly at all points.
Watch the explanation
BilibiliTaylor series
0:08 – 0:26Watch this moment ↗
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