Approximation · Topic 20 of 23
Higher-Degree Approximations and Taylor Polynomials
The degree- Taylor polynomial of centred at is — the one polynomial of degree at most whose derivatives at all match 's. Taylor's Inequality turns it into a guarantee: , where bounds on the whole interval.
Key ideas
5 things to remember- 1
Coefficients are derivatives divided by factorials
, so . The powers are always , never , unless the centre is .
- 2
The unique polynomial that matches derivatives
is the only polynomial of degree at most with for . So any legitimate shortcut that lands on such a polynomial has produced .
- 3
Read derivatives off the coefficients
Run the formula backwards: . From you get , not .
- 4
Each degree buys one more power
With , the error of is about . Halving divides that error by , not by — the whole reason to go past linear.
- 5
Lagrange remainder turns closeness into proof
for some strictly between and . You never find ; you bound and get a guaranteed error.
Formulas
What to have memorisedTaylor polynomial at
Centre gives the Maclaurin polynomial; is the linearisation.
Coefficients and derivatives
Read a derivative off a given by multiplying its coefficient by .
Lagrange remainder
Some strictly between and ; the case is the MVT.
Taylor's Inequality
Needs at every in the interval, not just at .
Maclaurin:
Every derivative of equals at , so every coefficient is .
Maclaurin: and
Odd and even powers only, so for and for .
Maclaurin: and
has no Maclaurin polynomial — it is undefined at . Shift or recentre.
Binomial polynomial
Roots come from here: gives .
Build a Taylor polynomial and bound its error
The steps, in order- 1
Pick the centre where and its derivatives are easy — , , a perfect square or cube — and note the degree asked for.
- 2
Differentiate times. Evaluate at , and keep as a function for the bound.
- 3
Assemble : divide each derivative by and keep every power as .
- 4
Substitute the point being approximated and evaluate , carrying more decimals than the error bound you expect.
- 5
Find over the whole closed interval between and — check the endpoints, not the centre.
- 6
State . If — an odd or even — redo it with for a sharper bound.
Watch out
The mistakes that cost marks✗ Wrong
✓ Right
Divide by : the coefficients are and .
Why: Differentiating times gives , so must carry the .
✗ Wrong
Given , writing .
✓ Right
and : multiply the coefficient by .
✗ Wrong
, or centring at but writing powers of
✓ Right
Derivatives are evaluated at the centre: for , and every power is .
Why: A Taylor polynomial is a polynomial — numbers for coefficients, no left inside.
✗ Wrong
Taking , the value at the centre.
✓ Right
Maximise over the entire interval between and ; check both endpoints.
Why: For on , gives a bound the true error at breaks.
✗ Wrong
"The error is the next term, ."
✓ Right
Lagrange gives with unknown between and ; only bounding that is a proof.
Why: The next term is a size heuristic, not an equality.
✗ Wrong
Expecting of to have an term.
✓ Right
is odd, so — then use for a much sharper remainder bound.
Quick check
Commit to an answer before you reveal one- Q1easy
Working from the definition rather than a table, find the degree- Maclaurin polynomial of and use it to estimate .
Hint
List and evaluate each at the centre before assembling anything.
Show answer
Answer
; .
Steps
At the derivatives give , so
Since is even the coefficient vanishes, so and — good to seven decimals.
- Q2easy
The degree- Taylor polynomial of centred at is . Find , , and , and estimate .
Hint
Match coefficient by coefficient against and recall .
Show answer
Answer
, , , ; .
Steps
Matching gives , , , , and :
At the increment is :
The trap is reporting ; the coefficient is , not .
- Q3medium
Find the degree- Maclaurin polynomial of without differentiating six times, and hence find and .
Hint
Substitute into the Maclaurin polynomial of — first check the substitution sends to , then count how many terms you need.
Show answer
Answer
; and .
Steps
Start from and put , legal for a Maclaurin polynomial because when . Each becomes degree , so three terms past the constant reach degree :
This has degree at most and differs from by less than any multiple of , so by uniqueness it is . Then :
Also , so — as an even function requires.
- Q4medium
Find the degree- Maclaurin polynomial of , use it to approximate , and bound the error with Taylor's Inequality.
Hint
Binomial pattern with exponent ; for the bound you need and where it is largest on .
Show answer
Answer
; with .
Steps
, , , so at the values are and
Now , whose size decreases on , so at :
So .
- Q5medium
Use the degree- Taylor polynomial of centred at to approximate , and bound the error with Taylor's Inequality.
Hint
Centre at because it is a perfect cube: , , .
Show answer
Answer
; with .
Steps
; gives ; gives , so :
is positive and decreasing, so on its maximum is at : . With and ,
- Q6hard
How large must be so that the Maclaurin polynomial of approximates to within for every in ?
Hint
Write Taylor's Inequality with the worst-case and the worst-case already inserted, then hunt through the factorials.
Show answer
Answer
, with on .
Steps
Every derivative of is , and on it is increasing, so ; also . Hence
Force this under : . Since and , the smallest choice is , so and the bound is .
Check genuinely fails: at , against , an error of .
On the exam
How this topic is markedMost marks are in the setup: show the derivatives evaluated at the centre, the division by , and powers of . A bare decimal answer rarely gets full credit.
An error-bound part is marked on : name the interval you maximised over and say why (increasing, decreasing, ), then substitute.
Look for the free upgrade — if the next coefficient is zero, as for , or any odd or even , use in Taylor's Inequality for a far sharper bound.
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