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§3.4 Using derivatives to describe families of functions

给定一个依赖于一个或多个参数的函数族,该函数族中典型函数的图象形状如何依赖于参数的取值?

1. Introduction

Introduction

2. Describing families of functions in terms of parameters

Describing families of functions in terms of parameters

3. Vertex form reading

For f(x)=a(x−h)2+kf(x) = a(x-h)^2 + k with a≠0a \ne 0, the vertex of the parabola is located at

4. Critical numbers of a shifted cubic

For the family p(x)=x3−axp(x) = x^3 - ax with a>0a \gt 0, solving p′(x)=3x2−a=0p'(x) = 3x^2 - a = 0 gives critical numbers

5. Both signs of the parameter

For p(x)=x3−axp(x) = x^3 - ax, which pair of statements matches the two cases of the parameter?

6. Concavity across the cubic family

For the same family, p′′(x)=6xp''(x) = 6x. What does this say about concavity and the role of aa?

7. Saturation family slope at the origin

For h(x)=a(1−e−bx)h(x) = a(1 - e^{-bx}) with a,b>0a, b \gt 0, the derivative is h′(x)=abe−bxh'(x) = abe^{-bx}. The function is

8. Saturation curve concavity

With a,b>0a, b \gt 0, every member of the family h(x)=a(1−e−bx)h(x) = a(1 - e^{-bx}) is

9. End behavior of the saturation family

For the same family, the two limits lim⁡x→∞h(x)\lim_{x \to \infty}h(x) and lim⁡x→−∞h(x)\lim_{x \to -\infty}h(x) are

10. How the parameter b shapes the climb

Within the family h(x)=a(1−e−bx)h(x) = a(1 - e^{-bx}), changing the value of bb affects the graph by

11. A two parameter exponential family

For g(x)=axe−bxg(x) = axe^{-bx} with a,b>0a, b \gt 0, the derivative factors as g′(x)=ae−bx(1−bx)g'(x) = ae^{-bx}(1 - bx). A typical member

12. Logistic family behavior

For the logistic family L(t)=A1+ce−ktL(t) = \frac{A}{1 + ce^{-kt}} with A,c,k>0A, c, k \gt 0, which description is correct?

13. Logistic concavity flip

For the same family, L′′(t)=Ack2e−ktce−kt−1(1+ce−kt)3L''(t) = Ack^2e^{-kt}\frac{ce^{-kt}-1}{(1+ce^{-kt})^3}, which vanishes only when ce−kt=1ce^{-kt} = 1, that is at t=−1kln⁡(1c)t = -\frac{1}{k}\ln(\frac{1}{c}). The curve is

14. Saturation curve concavity

With a,b>0a, b \gt 0, every member of the family h(x)=a(1−e−bx)h(x) = a(1 - e^{-bx}) is concave down on the entire real line.

15. Saturation family slope at the origin

For h(x)=a(1−e−bx)h(x) = a(1 - e^{-bx}) with a=2a = 2 and b=3b = 3, compute h′(0)h'(0).

16. Logistic inflection height

For the logistic family L(t)=A1+ce−ktL(t) = \frac{A}{1 + ce^{-kt}} with carrying capacity A=100A = 100, the inflection point occurs at height A2\frac{A}{2}. Compute that height.

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