Miscellaneous · Q10: Local maxima, minima and inflexion of
Find the points at which the function given by has
(i) local maxima (ii) local minima (iii) point of inflexion
.
For and , ; for , ; for , .
(i) At , changes from positive to negative.
is a point of local maxima.
(ii) At , changes from negative to positive.
is a point of local minima.
(iii) At , does not change sign.
is a point of inflexion.
Want the reason behind every step, the basics and the checks?
Factor completely and read its sign on each interval. A factor raised to an odd power changes sign as passes its zero; a factor raised to an even power does not. So changes sign at and (turning points), but not at , where the graph only flattens for a moment: a point of inflexion in the book's sense.
- Given
- for all real (a polynomial of degree 7).
- To find
- The points of local maxima, of local minima, and the point(s) of inflexion.
- Plan
- (1) Differentiate with the product and chain rules and factor. (2) Find the critical points. (3) Make a sign chart for . (4) Apply the First Derivative Test (Theorem 3) at each critical point. (5) Explain why the Second Derivative Test cannot settle and .
Basics you need
, and (chain rule, inner function with derivative 1). Basics: the chain rule
Pull out the lowest power of each repeated factor: and share . Basics: factorising
A product is positive when it has an even number of negative factors. always; has the sign of . Basics: sign of a product
At a critical point where is continuous: changes from to : local maxima; from to : local minima; no change of sign: neither, and the book calls a point of inflection. Lesson: derivative tests
Solution
Differentiate and factor
Product rule with , :
Never expand a degree-7 polynomial here. Taking out the common factor leaves a linear bracket, , and the fully factored form shows at once where is zero and what sign it has.Critical points
is a polynomial, so it is differentiable at every real . The critical points are therefore exactly the zeros of :
A product is zero exactly when one of its factors is zero: at 2, at , at . By Theorem 2 (Section 6.4) local maxima and minima can only occur at these points, so they are the only candidates.Critical point: or not differentiable at (Note after Theorem 2, Section 6.4). Lesson: maxima and minimaSign chart for
The three critical points split the line into four intervals. On each, every factor keeps one sign:
- : odd power, so it has the sign of : negative for , positive for .
- : even power, positive except 0 at .
- : negative for , positive for .
Sign chart (not to scale). Multiplying the three rows gives the sign of : on , , , . For instance on : , , , so exactly one factor is negative and . On and , two factors are negative ( and ), so . Test values confirm: , .An even power of a non-zero number is positive, so never changes the sign of the product. Basics: sign of a product(i) Local maxima:
As increases through , changes from positive to negative. is continuous there (a polynomial), so by the First Derivative Test, Theorem 3 (i), is a point of local maxima. The local maximum value is
Rising just before and falling just after means the graph has a peak there. The value uses and ; the even power removes the minus sign. The Second Derivative Test agrees here, since , but the sign chart already settles it.Theorem 3 (i), Section 6.4: just to the left and just to the right of gives local maxima. Lesson: derivative tests(ii) Local minima:
As increases through 2, changes from negative to positive. By Theorem 3 (ii), is a point of local minima, with local minimum value .
Falling into 2 and rising out of it is a valley. It makes sense directly too: and, near , , so for all close to 2.Theorem 3 (ii), Section 6.4. Lesson: derivative tests(iii) Point of inflexion:
On both sides of , : the factor touches 0 at but does not change sign. So does not change sign as increases through , and by Theorem 3 (iii) is neither a point of local maxima nor of local minima; the book calls such a point a point of inflexion. Here .
on (the two axes have different scales). The curve flattens at but keeps rising, peaks at , and touches the -axis at the minimum . Directly: just left of (the cube is negative) and just right of it, while . A value that is below on one side and above on the other is neither a peak nor a valley. Going deeper: later courses define a point of inflexion as a point where the curve changes from bending down to bending up (where changes sign). is such a point too, and so are (about and ), where , which equals , changes sign. Those two are not critical points, so they are not what this question, built on Theorem 3, asks for.Theorem 3 (iii), Section 6.4: if does not change sign through , then is neither a point of local maxima nor of local minima, "such a point is called point of inflection" (the book also spells it inflexion, as in Example 18). Lesson: derivative testsWhy not the Second Derivative Test at 2 and ?
Differentiating once more and factoring gives
At and this is 0, so by Theorem 4 (iii) the Second Derivative Test fails there, and we must use the First Derivative Test, as we did.
Repeated factors in (here and ) leave a factor in that vanishes at the same point. Whenever has a repeated root, expect the second derivative test to be inconclusive there and go straight to the sign chart.
. (i) Local maxima at (local maximum value ). (ii) Local minima at (local minimum value 0). (iii) Point of inflexion at . (The answer key in this reprint has no entry for this question.)
Around : and , both below ✓. Around 2: and , both above ✓. Around : and : one below and one above , so no extremum ✓.
- Expanding before differentiating. The degree-7 polynomial is hard to factor afterwards; differentiate the factored form with the product rule.
- Treating as an extremum because . A zero derivative is necessary, not sufficient; the sign must change (Remark after Theorem 2).
- Forgetting that never changes sign, and so flipping the sign of at in the chart.
- Using the Second Derivative Test at 2 or : there, so it says nothing.
- For , factor as times a linear factor.
- Odd multiplicity in : sign change, so a maximum or minimum. Even multiplicity: no sign change, so a point of inflexion in the sense of Theorem 3 (iii).
- The same reasoning appears in Example 18, where gives a point of inflexion at .
Every fact used, and where it comes from
| Fact | Used in | Source |
|---|---|---|
| Product rule and chain rule | Step 1 | Chapter 5; chain rule Theorem 4, Section 5.3.1 (Basics: the chain rule) |
| Polynomials are differentiable everywhere | Step 2 | Chapter 5 |
| Extrema only at critical points; definition of critical point | Step 2 | Theorem 2 and the Note after it, Section 6.4 (Lesson: maxima and minima) |
| Sign of a product; even and odd powers | Step 3 | Algebra (Basics: sign of a product) |
| First Derivative Test, parts (i), (ii), (iii); "point of inflection" | Steps 4 to 6 | Theorem 3, Section 6.4 (Lesson: derivative tests) |
| Second Derivative Test and when it fails | Steps 4, 7 | Theorem 4, Section 6.4 |
| All values, signs and | Steps 3 to 7, Check | Recomputed with sympy (and 40 test points per interval) in the site's verification script |
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