一个博物学家团队正在研究某岛屿上野猪数量的变化。据建议,在时间 tt 年时,野猪的数量为 xx 百只,可以用微分方程 dxdt=110x(5−x).\frac{dx}{dt}=\frac{1}{10}x(5-x). 来建模。

  1. (i)

    已知当 t=0t = 0 时 x=1x = 1,求用 tt 表示 xx 的表达式。

  2. (ii)

    求野猪数量达到 200 只所需的精确时间。

  3. (iii)

    用简单的语言解释,根据该模型,岛上的野猪数量最终会发生什么变化。

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完整解法

3(i)

1. Separate the variables to set up the integrals.

∫1x(5−x) dx=∫110 dt\int \frac{1}{x(5-x)} \, dx = \int \frac{1}{10} \, dt

2. Express the rational function as partial fractions.

1x(5−x)=Ax+B5−x\frac{1}{x(5-x)} = \frac{A}{x} + \frac{B}{5-x}
1=A(5−x)+Bx1 = A(5-x) + Bx
Substituting x=0  ⟹  5A=1  ⟹  A=15x = 0 \implies 5A = 1 \implies A = \frac{1}{5}
Substituting x=5  ⟹  5B=1  ⟹  B=15x = 5 \implies 5B = 1 \implies B = \frac{1}{5}
∫(15x+15(5−x)) dx=∫110 dt\int \left( \frac{1}{5x} + \frac{1}{5(5-x)} \right) \, dx = \int \frac{1}{10} \, dt

3. Integrate both sides of the equation.

15ln⁡∣x∣−15ln⁡∣5−x∣=110t+C\frac{1}{5} \ln|x| - \frac{1}{5} \ln|5-x| = \frac{1}{10}t + C

4. Use the initial condition to find the constant of integration.

Given x=1x = 1 when t=0t = 0 (noting that x>0x>0 and 5−x>05-x>0, we can drop the absolute values):
15ln⁡1−15ln⁡(5−1)=110(0)+C\frac{1}{5} \ln 1 - \frac{1}{5} \ln(5-1) = \frac{1}{10}(0) + C
C=−15ln⁡4C = -\frac{1}{5} \ln 4

5. Rearrange the equation to make $x$ the subject.

15ln⁡(x5−x)=110t−15ln⁡4\frac{1}{5} \ln \left( \frac{x}{5-x} \right) = \frac{1}{10}t - \frac{1}{5} \ln 4
Multiply by 5:
ln⁡(x5−x)=12t−ln⁡4\ln \left( \frac{x}{5-x} \right) = \frac{1}{2}t - \ln 4
x5−x=e12t−ln⁡4=14e12t\frac{x}{5-x} = e^{\frac{1}{2}t - \ln 4} = \frac{1}{4}e^{\frac{1}{2}t}
4x=5e12t−xe12t4x = 5e^{\frac{1}{2}t} - xe^{\frac{1}{2}t}
x(4+e12t)=5e12tx(4 + e^{\frac{1}{2}t}) = 5e^{\frac{1}{2}t}
x=5e12t4+e12tx = \frac{5e^{\frac{1}{2}t}}{4 + e^{\frac{1}{2}t}}

答案

x=5e12t4+e12tx = \frac{5e^{\frac{1}{2}t}}{4 + e^{\frac{1}{2}t}}

3(ii)

1. Solve part (i) concisely to obtain the relationship between $x$ and $t$ (dependency).

Since part (i) is a prerequisite, we first find xx in terms of tt:
∫1x(5−x) dx=∫110 dt\int \frac{1}{x(5-x)} \,dx = \int \frac{1}{10} \,dt
Using partial fractions:
15∫(1x+15−x) dx=110t+C\frac{1}{5} \int \left( \frac{1}{x} + \frac{1}{5-x} \right) \,dx = \frac{1}{10} t + C
ln⁡∣x∣−ln⁡∣5−x∣=12t+5C\ln|x| - \ln|5-x| = \frac{1}{2}t + 5C
Given x=1x=1 when t=0t=0:
ln⁡1−ln⁡4=0+5C  ⟹  5C=−ln⁡4\ln 1 - \ln 4 = 0 + 5C \implies 5C = -\ln 4
ln⁡(x5−x)=12t−ln⁡4\ln\left(\frac{x}{5-x}\right) = \frac{1}{2}t - \ln 4
x5−x=14e0.5t\frac{x}{5-x} = \frac{1}{4}e^{0.5t}
4x=5e0.5t−xe0.5t  ⟹  x=5e0.5t4+e0.5t4x = 5e^{0.5t} - x e^{0.5t} \implies x = \frac{5e^{0.5t}}{4+e^{0.5t}}

2. Interpret the population value and solve for exact $t$.

The population is xx hundred, so a population of 200 wild boars corresponds to x=2x = 2.
Substitute x=2x = 2 into the intermediate equation (or the final expression for xx):
ln⁡(25−2)=12t−ln⁡4\ln\left(\frac{2}{5-2}\right) = \frac{1}{2}t - \ln 4
ln⁡(23)+ln⁡4=12t\ln\left(\frac{2}{3}\right) + \ln 4 = \frac{1}{2}t
12t=ln⁡(83)\frac{1}{2}t = \ln\left(\frac{8}{3}\right)
t=2ln⁡(83)t = 2 \ln\left(\frac{8}{3}\right)

答案

2ln⁡(83)2 \ln\left(\frac{8}{3}\right) years

3(iii)

1. Evaluate the limit of $x$ as $t \to \infty$ using the result from (i)

From part (i), the solution is typically expressed in the form x=51+4e−0.5tx = \frac{5}{1 + 4e^{-0.5t}}.
As t→∞t \to \infty, the term e−0.5t→0e^{-0.5t} \to 0.
Therefore, x→51+0=5x \to \frac{5}{1 + 0} = 5.

2. Interpret the mathematical limit in the context of the problem

Since xx represents the population in hundreds, a value of x=5x = 5 corresponds to 5×100=5005 \times 100 = 500.
Hence, the population will approach 500 over a long time.

答案

The population of wild boars will eventually stabilise at 500.

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