The department of statistics of a country has developed two mathematical functions to analyse the foreign worker policy. The first function ff models the amount of strain to the country's infrastructure (housing, transportation, utilities and access to medical care etc.) based on the number of foreign workers allowed into the country and is defined as follows: f(x)=(x−5)3+200,0≤x≤15f(x) = (x - 5)^3 + 200, \quad 0 \le x \le 15 where xx denotes the number of foreign workers, in ten thousands, allowed into the country and f(x)f(x) denotes the amount strain to the country's infrastructure. The second function gg models the happiness index, from 0 (least happy) to 1 (most happy), of the country's local population based on the amount of strain to the country's infrastructure and is defined as follows: 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) where ww denotes the amount of strain to the country's infrastructure and g(w)g(w) denotes the happiness index of the country's local population. A third function h models the gross domestic product (GDP) of the country based on the number of foreign workers (in ten thousands), x, allowed into the country and is defined as follows: h(x)=400−(x−10)2,0≤x≤15h(x) = 400 - (x - 10)^2, \quad 0 \le x \le 15 where h(x) denotes the GDP in billions of dollars.

  1. (i)

    The composite function gfgf models the happiness index based on the number of foreign workers, show that this function exists.

  2. (ii)

    Find range of values for the happiness index of the country's local population if its government plans to allow 70,000 to 110,000 foreign workers into the country.

  3. (iii)

    Determine whether the happiness index increases or decreases as xx increases.

  4. (iv)

    Find the range of values for the GDP if the government plans to have a happiness index from 0.7 to 0.9 in order to secure an electoral win for the coming elections.

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Worked solution

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.

Answer

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.).

Answer

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.

Answer

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

Answer

391≤GDP≤400391 \le \text{GDP} \le 400

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