对一组 100 名学生进行了调查,询问他们是否是学生领袖、是否参加了体育类课外活动,或者是否在理学院学习。其中,学生领袖有 25 人,参加体育类课外活动的学生有 30 人,在理学院学习的学生有 40 人。有 15 名学生领袖参加了体育类课外活动。既是学生领袖、又参加了体育类课外活动且在理学院学习的学生人数为 xx。参加了体育类课外活动且在理学院学习但不是学生领袖的学生人数为 yy。 随机抽取一名学生。 AA 表示该学生是学生领袖的事件。
BB 表示该学生参加了体育类课外活动的事件。
CC 表示该学生在理学院学习的事件。
已知 AA 和 CC 相互独立。

  1. (a)

    完成下方的韦恩图以表示上述所有信息。你可以给出关于 xx 和 yy 的表达式。

  2. (b)

    已知 BB 和 CC 相互独立。

    用 xx 表示 yy。由此,求 yy 的最大可能值和最小可能值。

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完整解法

6(a)

1. Determine the total number of students in $A \cap C$ using the independence of events $A$ and $C$.

P(A)=25100=0.25\mathrm{P}(A) = \frac{25}{100} = 0.25
P(C)=40100=0.40\mathrm{P}(C) = \frac{40}{100} = 0.40
Since AA and CC are independent:
P(A∩C)=P(A)×P(C)=0.25×0.40=0.10\mathrm{P}(A \cap C) = \mathrm{P}(A) \times \mathrm{P}(C) = 0.25 \times 0.40 = 0.10
Number of students in A∩C=0.10×100=10A \cap C = 0.10 \times 100 = 10.

2. Express the regions inside circle $A$ in terms of $x$.

Given ∣A∩B∣=15|A \cap B| = 15 and ∣A∩B∩C∣=x|A \cap B \cap C| = x:
Number of students in A∩BA \cap B only =15−x= 15 - x.

Using ∣A∩C∣=10|A \cap C| = 10:
Number of students in A∩CA \cap C only =10−x= 10 - x.

Number of students in AA only:
∣A∣−∣A∩B only∣−∣A∩C only∣−∣A∩B∩C∣|A| - |A \cap B \text{ only}| - |A \cap C \text{ only}| - |A \cap B \cap C|
=25−(15−x)−(10−x)−x=x= 25 - (15 - x) - (10 - x) - x = x.

3. Express the regions for $B$ only and $C$ only in terms of $y$.

Number of students in BB only is:
∣B∣−∣A∩B only∣−∣A∩B∩C∣−∣B∩C only∣|B| - |A \cap B \text{ only}| - |A \cap B \cap C| - |B \cap C \text{ only}|
=30−(15−x)−x−y=15−y= 30 - (15 - x) - x - y = 15 - y

Number of students in CC only is:
∣C∣−∣A∩C only∣−∣A∩B∩C∣−∣B∩C only∣|C| - |A \cap C \text{ only}| - |A \cap B \cap C| - |B \cap C \text{ only}|
=40−(10−x)−x−y=30−y= 40 - (10 - x) - x - y = 30 - y

4. Express the region outside the three circles in terms of $y$.

The total number of students in A∪B∪CA \cup B \cup C is the sum of all 77 non-overlapping inner regions:
x+(15−x)+(10−x)+x+(15−y)+y+(30−y)=70−yx + (15 - x) + (10 - x) + x + (15 - y) + y + (30 - y) = 70 - y

Number of students outside all circles (A∪B∪C)′(A \cup B \cup C)' is:
100−(70−y)=30+y100 - (70 - y) = 30 + y

答案
  • Region A∩B∩C′A \cap B \cap C' (in AA and BB only): 15−x15 - x
  • Region A∩C∩B′A \cap C \cap B' (in AA and CC only): 10−x10 - x
  • Region A∩B′∩C′A \cap B' \cap C' (in AA only): xx
  • Region B∩A′∩C′B \cap A' \cap C' (in BB only): 15−y15 - y
  • Region C∩A′∩B′C \cap A' \cap B' (in CC only): 30−y30 - y
  • Region (A∪B∪C)′(A \cup B \cup C)' (outside all three circles): 30+y30 + y

6(b)

1. Find the number of students in $B \cap C$ and express $y$ in terms of $x$.

Since BB and CC are independent, P(B∩C)=P(B)×P(C)\mathrm{P}(B \cap C) = \mathrm{P}(B) \times \mathrm{P}(C).
P(B∩C)=30100×40100=0.12\mathrm{P}(B \cap C) = \frac{30}{100} \times \frac{40}{100} = 0.12
Number of students in B∩C=0.12×100=12B \cap C = 0.12 \times 100 = 12.
From the Venn diagram, the region B∩CB \cap C comprises xx and yy, so:
x+y=12  ⟹  y=12−xx + y = 12 \implies y = 12 - x

2. Determine the maximum possible value of $x$ using the independence of $A$ and $C$.

Given AA and CC are independent (from the main stem):
P(A∩C)=P(A)×P(C)=25100×40100=0.10\mathrm{P}(A \cap C) = \mathrm{P}(A) \times \mathrm{P}(C) = \frac{25}{100} \times \frac{40}{100} = 0.10
Number of students in A∩C=10A \cap C = 10.
The number of students who are in A∩CA \cap C but not BB is 10−x10 - x.
Since the number of students in any region cannot be negative:
10−x≥0  ⟹  x≤1010 - x \ge 0 \implies x \le 10

3. Determine the minimum possible value of $x$ by evaluating all regions.

Since xx represents the number of students in A∩B∩CA \cap B \cap C, we inherently have x≥0x \ge 0.
To ensure consistency, check the region of students strictly in AA only:
n(A only)=n(A)−n(A∩B)−n(A∩C)+n(A∩B∩C)n(A \text{ only}) = n(A) - n(A \cap B) - n(A \cap C) + n(A \cap B \cap C)
n(A only)=25−15−10+x=xn(A \text{ only}) = 25 - 15 - 10 + x = x
This region also requires x≥0x \ge 0. Thus, combining both bounds gives 0≤x≤100 \le x \le 10.

4. Calculate the greatest and least possible values of $y$.

Using y=12−xy = 12 - x and the restricted domain 0≤x≤100 \le x \le 10:
The greatest value of yy occurs when xx is at its minimum (x=0x = 0):
y=12−0=12y = 12 - 0 = 12
The least value of yy occurs when xx is at its maximum (x=10x = 10):
y=12−10=2y = 12 - 10 = 2

答案

y=12−xy = 12 - x
Greatest possible value of y=12y = 12
Least possible value of y=2y = 2

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