某国统计局开发了两个数学函数来分析外籍劳工政策。第一个函数 ff 根据允许进入该国的外籍劳工数量,来对该国基础设施(住房、交通、公用事业和医疗服务等)所承受的压力进行建模,其定义如下: f(x)=(x−5)3+200,0≤x≤15f(x) = (x - 5)^3 + 200, \quad 0 \le x \le 15 其中 xx 表示允许进入该国的外籍劳工人数(单位:万),而 f(x)f(x) 表示该国基础设施承受的压力。 第二个函数 gg 根据该国基础设施承受的压力,对该国本地居民的幸福指数进行建模(从 0(最不幸福)到 1(最幸福)),定义如下: g(w)=ln⁡(e−w1000),0≤w≤1000(e−1)g(w) = \ln\left(e - \frac{w}{1000}\right), \quad 0 \le w \le 1000(e - 1) 其中 ww 表示该国基础设施承受的压力,而 g(w)g(w) 表示该国本地居民的幸福指数。 第三个函数 h 根据允许进入该国的外籍劳工人数(单位:万) x,对该国的国内生产总值(GDP)进行建模,定义如下: h(x)=400−(x−10)2,0≤x≤15h(x) = 400 - (x - 10)^2, \quad 0 \le x \le 15 其中 h(x) 表示以十亿美元为单位的 GDP。

  1. (i)

    复合函数 gfgf 根据外籍劳工人数来对幸福指数进行建模,证明该函数存在。

  2. (ii)

    如果政府计划允许 70,000 到 110,000 名外籍劳工进入该国,求该国本地居民幸福指数的取值范围。

  3. (iii)

    判断幸福指数是随着 xx 的增加而增加还是减少。

  4. (iv)

    如果政府计划在即将到来的选举中为了赢得大选而将幸福指数保持在 0.7 到 0.9 之间,求 GDP 的取值范围。

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完整解法

11(i)

1. Find the range of $f(x)$ for the given domain.

The function f(x)=(x−5)3+200f(x) = (x - 5)^3 + 200 is strictly increasing on 0≤x≤150 \le x \le 15 because its derivative f′(x)=3(x−5)2≥0f'(x) = 3(x - 5)^2 \ge 0.

Minimum value of f(x)f(x) is f(0)=(0−5)3+200=75f(0) = (0 - 5)^3 + 200 = 75.
Maximum value of f(x)f(x) is f(15)=(15−5)3+200=1000+200=1200f(15) = (15 - 5)^3 + 200 = 1000 + 200 = 1200.

Thus, the range of ff is Rf=[75,1200]\text{R}_f = [75, 1200].

2. Compare the range of $f$ with the domain of $g$ to show existence.

The domain of gg is given as Dg=[0,1000(e−1)]\text{D}_g = [0, 1000(e - 1)].

We observe that 1000(e−1)≈1718.31000(e - 1) \approx 1718.3.
Since 0≤750 \le 75 and 1200≤1000(e−1)1200 \le 1000(e - 1), we have [75,1200]⊆[0,1000(e−1)][75, 1200] \subseteq [0, 1000(e - 1)].

Therefore, Rf⊆Dg\text{R}_f \subseteq \text{D}_g, which satisfies the condition for the composite function gfgf to exist.

答案

Since Rf⊆Dg\text{R}_f \subseteq \text{D}_g, the composite function gfgf exists.

11(ii)

1. Identify the values of $x$ representing the given number of foreign workers.

Since xx is defined as the number of foreign workers in ten thousands:
For 70,00070,000 workers, x=7000010000=7x = \frac{70000}{10000} = 7.
For 110,000110,000 workers, x=11000010000=11x = \frac{110000}{10000} = 11.
The interval for xx is 7≤x≤117 \le x \le 11.

2. Calculate the corresponding range of values for the strain on infrastructure, $w = f(x)$.

Since f′(x)=3(x−5)2≥0f'(x) = 3(x-5)^2 \ge 0, f(x)=(x−5)3+200f(x) = (x - 5)^3 + 200 is strictly increasing for x≥5x \ge 5. The minimum and maximum values of ww in the interval 7≤x≤117 \le x \le 11 therefore occur at the endpoints:
When x=7x = 7, w=f(7)=(7−5)3+200=8+200=208w = f(7) = (7 - 5)^3 + 200 = 8 + 200 = 208.
When x=11x = 11, w=f(11)=(11−5)3+200=216+200=416w = f(11) = (11 - 5)^3 + 200 = 216 + 200 = 416.
So, the amount of strain ww falls in the range 208≤w≤416208 \le w \le 416.

3. Determine the range of the happiness index by evaluating $g(w)$ at these boundaries.

The happiness index is given by g(w)=ln⁡(e−w1000)g(w) = \ln\left(e - \frac{w}{1000}\right). Because the term −w1000-\frac{w}{1000} decreases as ww increases, g(w)g(w) is a strictly decreasing function.
Evaluating at the endpoints of ww:
g(208)=ln⁡(e−0.208)≈0.92040g(208) = \ln\left(e - 0.208\right) \approx 0.92040
g(416)=ln⁡(e−0.416)≈0.83390g(416) = \ln\left(e - 0.416\right) \approx 0.83390
The maximum value is 0.9200.920 and the minimum is 0.8340.834.
The range of the happiness index is therefore 0.834≤gf(x)≤0.9200.834 \le gf(x) \le 0.920 (to 3 s.f.).

答案

0.834≤Happiness Index≤0.9200.834 \le \text{Happiness Index} \le 0.920 (to 3 s.f.)

11(iii)

1. Find the derivative of the composite happiness function with respect to $x$.

Let the happiness index be H(x)=gf(x)=ln⁡(e−(x−5)3+2001000)H(x) = gf(x) = \ln\left(e - \frac{(x-5)^3 + 200}{1000}\right).

Using the chain rule to differentiate with respect to xx:
dHdx=1e−(x−5)3+2001000×(−3(x−5)21000)\frac{dH}{dx} = \frac{1}{e - \frac{(x-5)^3 + 200}{1000}} \times \left( -\frac{3(x-5)^2}{1000} \right)
dHdx=−3(x−5)21000e−((x−5)3+200)\frac{dH}{dx} = -\frac{3(x-5)^2}{1000e - ((x-5)^3 + 200)}

2. Analyse the sign of the derivative to conclude the behaviour of the function.

For the domain 0≤x≤150 \le x \le 15:
The numerator term −3(x−5)2≤0-3(x-5)^2 \le 0 because (x−5)2≥0(x-5)^2 \ge 0.
The denominator 1000e−((x−5)3+200)>01000e - ((x-5)^3 + 200) > 0 because it is proportional to the positive argument of the natural logarithm, e−f(x)1000>0e - \frac{f(x)}{1000} > 0.

Since the numerator is non-positive and the denominator is positive, we have:
dHdx≤0\frac{dH}{dx} \le 0
As the first derivative is negative (or zero at x=5x=5), the happiness index decreases as xx increases.

答案

The happiness index decreases as xx increases.

11(iv)

1. Set up the compound inequality for the target happiness index.

0.7≤g(f(x))≤0.90.7 \le g(f(x)) \le 0.9
0.7≤ln⁡(e−f(x)1000)≤0.90.7 \le \ln\left(e - \frac{f(x)}{1000}\right) \le 0.9

2. Solve the inequality to find the required range for $f(x)$.

e0.7≤e−f(x)1000≤e0.9e^{0.7} \le e - \frac{f(x)}{1000} \le e^{0.9}
e0.7−e≤−f(x)1000≤e0.9−ee^{0.7} - e \le -\frac{f(x)}{1000} \le e^{0.9} - e
−1000(e0.7−e)≥f(x)≥−1000(e0.9−e)-1000(e^{0.7} - e) \ge f(x) \ge -1000(e^{0.9} - e)
1000(e−e0.9)≤f(x)≤1000(e−e0.7)1000(e - e^{0.9}) \le f(x) \le 1000(e - e^{0.7})
258.68≤f(x)≤704.53258.68 \le f(x) \le 704.53

3. Solve for the corresponding range of $x$ (number of foreign workers).

258.68≤(x−5)3+200≤704.53258.68 \le (x - 5)^3 + 200 \le 704.53
58.68≤(x−5)3≤504.5358.68 \le (x - 5)^3 \le 504.53
58.683≤x−5≤504.533\sqrt[3]{58.68} \le x - 5 \le \sqrt[3]{504.53}
3.886≤x−5≤7.9613.886 \le x - 5 \le 7.961
8.886≤x≤12.9618.886 \le x \le 12.961

4. Determine the maximum and minimum values of the GDP function $h(x)$ over this restricted domain.

h(x)=400−(x−10)2h(x) = 400 - (x - 10)^2
The curve is a downward-opening parabola with a maximum vertex at x=10x = 10.
Since x=10x = 10 lies within the interval [8.886,12.961][8.886, 12.961], the maximum GDP is exactly:
h(10)=400h(10) = 400
The minimum GDP over this interval occurs at the endpoint furthest from the vertex (x=12.961x = 12.961):
h(12.961)=400−(12.961−10)2h(12.961) = 400 - (12.961 - 10)^2
h(12.961)=400−(2.961)2≈391.23h(12.961) = 400 - (2.961)^2 \approx 391.23

5. State the final range for the GDP.

391≤GDP≤400391 \le \text{GDP} \le 400

答案

391≤GDP≤400391 \le \text{GDP} \le 400

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