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§3.3 Using derivatives to identify extreme values

函数 $f$ 的临界数是什么?它们与确定该函数所能取得的最极端的值之间有什么联系?

1. Introduction

Introduction

2. Critical numbers and the first derivative test

Critical numbers and the first derivative test

3. The second derivative test

The second derivative test

4. One local maximum on a graph

A graphed function hh falls from h(−3)=3h(-3) = 3 to a corner low point, rises to a peak at (0,2)(0, 2), falls to a smooth minimum, and climbs to h(3)=1.25h(3) = 1.25. On the open interval −3<c<3-3 \lt c \lt 3, where does hh have a local maximum?

5. Factored derivative with a double root

Let f′(x)=e−2x(3−x)(x+1)2f'(x) = e^{-2x}(3-x)(x+1)^2. The critical numbers of ff and their classifications are

6. Critical numbers from a factored derivative

Suppose g′(x)=(x+4)(x−2)x2+1g'(x) = \frac{(x+4)(x-2)}{x^2+1}. The critical numbers of gg are

7. First derivative test on the sign chart

For that same gg, the sign chart of g′g' reads positive on x<−4x \lt -4, negative on −4<x<2-4 \lt x \lt 2, and positive on x>2x \gt 2. At x=−4x = -4 the function gg has

8. Local and global verdicts for the same function

With the same sign chart, which full statement about the extrema of gg is correct?

9. End behavior from the derivative formula

For the same gg, note that lim⁡x→±∞g′(x)=1\lim_{x \to \pm\infty} g'(x) = 1. A sketch of y=g(x)y = g(x) must therefore

10. A fourth degree derivative to test

Let f′(x)=3x4−9x2=3x2(x−3)(x+3)f'(x) = 3x^4 - 9x^2 = 3x^2(x-\sqrt{3})(x+\sqrt{3}). The sign chart of f′f' shows

11. Reading concavity from a second derivative graph

A graph of g′′g'' shows g′′>0g'' \gt 0 for x<−1x \lt -1, g′′<0g'' \lt 0 for −1<x<2-1 \lt x \lt 2, and g′′<0g'' \lt 0 for x>2x \gt 2. The function gg is concave up on

12. Derivative value at a critical number

For g′(x)=(x+4)(x−2)x2+1g'(x) = \frac{(x+4)(x-2)}{x^2+1}, compute g′(2)g'(2).

13. Inflection from a second derivative sign chart

The graph of g′′g'' shows g′′>0g'' \gt 0 for x<−1x \lt -1 and g′′<0g'' \lt 0 for x>−1x \gt -1. State the xx-coordinate of the inflection point of gg.

14. Second derivative test at a labeled critical number

Suppose g′(−1.67857351)=0g'(-1.67857351) = 0 and the graph of g′′g'' shows g′′(−1.67857351)>0g''(-1.67857351) \gt 0. Then at that input gg has

15. Reconstructing the degree of a polynomial

The graph of g′′g'' shows a simple zero at x=−1x = -1 and a repeated zero at x=2x = 2, and g′′g'' is assumed to be a polynomial. The degree of gg is likely

16. Detecting inflection visually

For h(x)=x2+cos⁡(kx)h(x) = x^2 + \cos(kx), plotting several kk values shows visible concavity changes appearing near x≈±0.5x \approx \pm 0.5 for k=1.6k = 1.6 but nothing detectable for smaller kk. The smallest kk at which inflection points become visible is about

17. Why the inflection threshold is root two

For h(x)=x2+cos⁡(kx)h(x) = x^2 + \cos(kx), the second derivative is h′′(x)=2−k2cos⁡(kx)h''(x) = 2 - k^2\cos(kx). The graph has no inflection points for k≤2k \le \sqrt{2} and infinitely many for k>2k \gt \sqrt{2} because

18. Why only finitely many critical numbers

For the same family, critical numbers solve 2x=ksin⁡(kx)2x = k\sin(kx). No matter the value of kk, there are only finitely many because

19. Critical without extremal

A critical number of ff where f′f' does not change sign can fail to be the location of any local maximum or local minimum.

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