Mistake Master

Lagrange Error Bound BC only

The Lagrange bound is $\left|f(x) - P_n(x)\right| \le \frac{M}{(n+1)!}\left|x-a\right|^{n+1}$, where the derivative order, the factorial and the power are all $n+1$ and move together, and $M$ bounds $\left|f^{(n+1)}\right|$ everywhere between the centre and the point. That interval requirement follows from the remainder theorem, which guarantees some $c$ between $a$ and $x$ with $f(x) - P_n(x) = \frac{f^{(n+1)}(c)}{(n+1)!}(x-a)^{n+1}$ without saying which: not knowing $c$ is exactly why a bound is needed, so evaluating the derivative at either endpoint can produce a number that is not a bound at all. $M$ can come from a universal bound as for $\sin$ and $\cos$, from monotonicity as for $e^{x}$, or from any convenient over-estimate, since a larger $M$ stays valid.

Bounding the error in approximating $\cos 2$ by $P_2$ gives $\frac{1}{3!}\left|2\right|^{3} = \frac{4}{3} \approx 1.3333$ with $M = 1$, against a true error of $\left|\cos 2 + 1\right| \approx 0.5839$. The factor $\left|x-a\right|^{n+1}$ is where both halves of "good near its centre" live, since it grows quickly with distance and shrinks quickly with degree. Choosing between this and the alternating bound is a matter of what is available: an alternating series with decreasing terms gives a bound that is a single already-written term, while a Taylor approximation without useful alternation needs Lagrange. Being handed a bound on a derivative means Lagrange, since the alternating bound contains no derivative; being asked about a numerical series rather than a function approximation means the alternating one, since there is no function to differentiate.

cos x AND ITS DEGREE 2 POLYNOMIAL AT a = 0. cos x P2 THE GAP AT x = 2 IS 0.5839 THE BOUND IS 2³/3! = 1.3333 0.5839 < 1.3333 THE GAP GROWS WITH DISTANCE FROM THE CENTRE, AS |x − a|ⁿ⁺¹ DOES.
Drawn to scale at $70$ px per unit horizontally and $28$ px per unit vertically, both curves computed at $21$ points. The marked segment is the true error at $x = 2$, which is $\left|\cos 2 - (-1)\right| \approx 0.5839$, and the Lagrange bound with $M = 1$ is $\frac{2^{3}}{3!} \approx 1.3333$, so the bound over-estimates by roughly a factor of two.
TWO BOUNDS, SIDE BY SIDE. ASPECT ALTERNATING LAGRANGE APPLIES TO ALTERNATING SERIES ANY TAYLOR POLYNOMIAL NEEDS THE NEXT TERM A DERIVATIVE BOUND M THE FORMULA b(n+1) M|x−a|^(n+1)/(n+1)! FACTORIALS NONE YES, (n+1)! THE GIVEAWAY NO DERIVATIVES A MAX OVER AN INTERVAL HANDED A DERIVATIVE BOUND? THAT IS LAGRANGE.
The two rows that settle every case are the last two: the alternating bound contains no derivative at all, so being given a bound on some derivative can only mean Lagrange, and Lagrange is the only one asking for a maximum over an interval rather than a single evaluation.

The work

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Lesson
Lagrange Error Bound

Assembles the Lagrange remainder from the next derivative, its factorial and the matching power, explains why the derivative must be bounded over the whole interval between the centre and the point rather than at either end, and sets the bound beside the alternating series bound so the two can be told apart.

Skill check · 10 scenarios
Diagnostic
10-item topic check

Ten items on the Lagrange error bound: using the derivative one order past the degree, matching the factorial and the power to it, bounding the derivative across the whole interval, and choosing between this bound and the alternating one.

Not yet available · 10 items
Targeted Practice
Drill a single misconception

Pick one of the failure modes you missed and drill it on its own. The round is adaptive: two correct in a row clears the misconception and moves you to the next.

Take the diagnostic to identify your misconceptions