在一个大城镇中,首次发现某种病毒 tt 天后感染该病毒的人数为 xx。假设感染率与 xx成正比。起初有 5 人感染该病毒,而在首次发现病毒 30 天后,有 5120 人感染该病毒。 在发现病毒 30 天后,人们发现了该病毒的治疗方法和疫苗并对人群进行了接种。治愈的人没有再次感染的风险。接种治疗方法和疫苗 pp 天后感染该病毒的人数用 yy 表示。据信,从那时起新的感染率与 6400y−y26400y - y^2 成正比。已知在接种治疗方法或疫苗 30 天后,仍有 3200 人感染该病毒。

  1. (i)

    证明 x=5(2)t3x = 5(2)^{\frac{t}{3}}。

  2. (ii)

    证明 y=64001+2(p15+H)y = \dfrac{6400}{1+2^{\left(\frac{p}{15}+H\right)}},其中 HH 是待确定的常数。

  3. (iii)

    通过计算该城镇长期来看将被该病毒感染的人数,评论所采用的治疗方法和疫苗的有效性。

先不看答案,让 AI 诊断你卡在哪里?

它不会直接告诉你答案,而是问你卡在哪一步看看 AI 是怎么陪你一步步弄懂这道题的

完整解法

11(i)

1. Formulate the differential equation from the given rate of infection.

dxdt=kx\frac{dx}{dt} = kx

2. Separate variables and integrate to find the general solution.

∫1x dx=∫k dt\int \frac{1}{x} \, dx = \int k \, dt
ln⁡x=kt+C\ln x = kt + C
x=ekt+C=Aekt(where A=eC)x = e^{kt+C} = Ae^{kt} \quad (\text{where } A = e^C)

3. Apply the initial condition to find the constant $A$.

When t=0t = 0, x=5x = 5:
5=Ae05 = Ae^{0}
A=5  ⟹  x=5ektA = 5 \implies x = 5e^{kt}

4. Apply the condition at $t = 30$ to find the proportionality constant $k$.

When t=30t = 30, x=5120x = 5120:
5120=5e30k5120 = 5e^{30k}
e30k=51205=1024e^{30k} = \frac{5120}{5} = 1024
30k=ln⁡(1024)30k = \ln(1024)
30k=ln⁡(210)=10ln⁡230k = \ln(2^{10}) = 10\ln 2
k=13ln⁡2k = \frac{1}{3}\ln 2

5. Substitute $k$ back into the equation and manipulate it to the required form.

x=5e(13ln⁡2)tx = 5e^{\left(\frac{1}{3}\ln 2\right)t}
x=5(eln⁡2)t3x = 5(e^{\ln 2})^{\frac{t}{3}}
x=5(2)t3(shown)x = 5(2)^{\frac{t}{3}} \quad \text{(shown)}

答案

x = 5(2)^{\frac{t}{3}}

11(ii)

1. Formulate the differential equation relating $y$ and $p$.

Let the rate of infection be dydp\frac{\mathrm{d}y}{\mathrm{d}p}.
Given that the rate of infection is proportional to 6400y−y26400y - y^2, we can write:
dydp=k(6400y−y2)\frac{\mathrm{d}y}{\mathrm{d}p} = k(6400y - y^2)
where kk is a constant of proportionality.

2. Separate the variables and use partial fractions to prepare for integration.

Separate the variables:
∫1y(6400−y)dy=∫kdp\int \frac{1}{y(6400 - y)} \mathrm{d}y = \int k \mathrm{d}p
Use partial fractions for the integrand on the left. Let 1y(6400−y)=Ay+B6400−y\frac{1}{y(6400 - y)} = \frac{A}{y} + \frac{B}{6400 - y}.
1=A(6400−y)+By1 = A(6400 - y) + By
When y=0y = 0, 6400A=1  ⟹  A=164006400A = 1 \implies A = \frac{1}{6400}.
When y=6400y = 6400, 6400B=1  ⟹  B=164006400B = 1 \implies B = \frac{1}{6400}.
Thus, the equation becomes:
16400∫(1y+16400−y)dy=∫kdp\frac{1}{6400} \int \left( \frac{1}{y} + \frac{1}{6400 - y} \right) \mathrm{d}y = \int k \mathrm{d}p

3. Integrate both sides of the differential equation.

Multiply by 6400 and integrate:
ln⁡∣y∣−ln⁡∣6400−y∣=6400kp+C\ln |y| - \ln |6400 - y| = 6400kp + C
Since the number of infected people yy is initially 5120 and drops to 3200, 0<y<64000 < y < 6400. We can drop the absolute value signs and combine the logarithms:
ln⁡(y6400−y)=cp+C\ln \left( \frac{y}{6400 - y} \right) = cp + C
where c=6400kc = 6400k is a new constant.

4. Use the given boundary conditions to evaluate the constants $C$ and $c$.

From the context, 30 days after the virus was discovered, the cure was administered. The number of people infected at this time was 5120. Thus, at p=0p = 0, y=5120y = 5120.
ln⁡(51206400−5120)=c(0)+C\ln \left( \frac{5120}{6400 - 5120} \right) = c(0) + C
ln⁡(51201280)=C  ⟹  C=ln⁡4\ln \left( \frac{5120}{1280} \right) = C \implies C = \ln 4
It is given that at p=30p = 30, y=3200y = 3200.
ln⁡(32006400−3200)=30c+ln⁡4\ln \left( \frac{3200}{6400 - 3200} \right) = 30c + \ln 4
ln⁡(1)=30c+ln⁡4  ⟹  30c=−ln⁡4=−2ln⁡2\ln(1) = 30c + \ln 4 \implies 30c = -\ln 4 = -2\ln 2
c=−2ln⁡230=−ln⁡215c = -\frac{2\ln 2}{30} = -\frac{\ln 2}{15}

5. Substitute the constants and simplify the exponential terms into base 2.

Substitute CC and cc back into the equation:
ln⁡(y6400−y)=−p15ln⁡2+ln⁡4\ln \left( \frac{y}{6400 - y} \right) = -\frac{p}{15}\ln 2 + \ln 4
Express in exponential form:
y6400−y=e−p15ln⁡2+ln⁡4\frac{y}{6400 - y} = \mathrm{e}^{-\frac{p}{15}\ln 2 + \ln 4}
y6400−y=(eln⁡2)−p15⋅eln⁡4\frac{y}{6400 - y} = \left( \mathrm{e}^{\ln 2} \right)^{-\frac{p}{15}} \cdot \mathrm{e}^{\ln 4}
y6400−y=2−p15⋅4=22⋅2−p15=22−p15\frac{y}{6400 - y} = 2^{-\frac{p}{15}} \cdot 4 = 2^2 \cdot 2^{-\frac{p}{15}} = 2^{2 - \frac{p}{15}}

6. Rearrange the equation to express $y$ in the required format and state $H$.

Take the reciprocal of both sides:
6400−yy=122−p15\frac{6400 - y}{y} = \frac{1}{2^{2 - \frac{p}{15}}}
6400y−1=2p15−2\frac{6400}{y} - 1 = 2^{\frac{p}{15} - 2}
6400y=1+2p15−2\frac{6400}{y} = 1 + 2^{\frac{p}{15} - 2}
y=64001+2(p15−2)y = \frac{6400}{1 + 2^{\left(\frac{p}{15} - 2\right)}}
Comparing this with y=64001+2(p15+H)y = \dfrac{6400}{1+2^{\left(\frac{p}{15}+H\right)}}, we have successfully shown the form with H=−2H = -2.

答案

y=64001+2(p15−2)y = \dfrac{6400}{1+2^{\left(\frac{p}{15}-2\right)}}, so H=−2H = -2.

11(iii)

1. Evaluate the number of infected people as time $p$ approaches infinity.

From part (ii), y=64001+2(p15+H)y = \dfrac{6400}{1+2^{\left(\frac{p}{15}+H\right)}} where H=−2H = -2.

As p→∞p \to \infty, the exponent (p15−2)→∞\left(\frac{p}{15} - 2\right) \to \infty.
This implies that 2(p15−2)→∞2^{\left(\frac{p}{15} - 2\right)} \to \infty, meaning the denominator grows infinitely large.

lim⁡p→∞y=0\lim_{p \to \infty} y = 0

Hence, the number of people infected in the long term is 00.

2. Comment on the effectiveness of the cure and vaccine based on the long-term prediction.

Since the model predicts that the number of infected people will eventually drop to 00, the cure and vaccine administered are highly effective in successfully eliminating the virus from the population.

答案

In the long term, 00 people will be infected. The cure and vaccine are highly effective in completely eradicating the virus.

AI 分析,可能出错

用 AI 批改,圈出写错的那一步,并自动将你的薄弱点存入错题本,形成你的错因库。

同一知识点的其他题

  1. 1曲线上的点 (x,y)(x,y) 满足方程 x=12t2−2tx = \tfrac{1}{2}t^2 - 2t 和 dydx=12t−1\dfrac{dy}{dx} = \dfrac{1}{2t - 1} 其中 tt 为参数,t>2t > 2。 已知当 t=4t = 4…
  2. 2考虑二阶微分方程 d2xdt2+adxdt=b,\frac{d^{2}x}{dt^{2}} + a\frac{dx}{dt} = b, where aa and bb are non-zero constants and dxdt≠ba\frac{dx}{dt} \ne \dfrac{b}{a}…
  3. 3一杯刚泡好的茶,初始温度为 85∘C85^\circ\text{C},被放在一间室温为 25∘C25^\circ\text{C} 的房间里冷却。20分钟后,茶的温度为 55∘C55^\circ\text{C}。已知茶温的变化率与茶温与室温之差成正比。…
  4. 4在一个大城镇中,在首次发现某种病毒 tt 天后,感染该病毒的人数为 xx。假设感染率与 xx 成正比。起初有 5 人感染该病毒,在首次发现该病毒 30 天后,有 5120 人感染。 证明 x=5(2)t3x = 5(2)^{\frac{t}{3}}…
  5. 5变量 xx 和 yy 满足微分方程 πdydx+y(3−πtan⁡x)=0\pi \dfrac{dy}{dx} + y(3 - \pi \tan x) = 0。 通过代换 y=zsec⁡xy = z\sec x,证明 dzdx=−3zπ\dfrac{dz}{dx} = -\dfrac{3z}{\pi}…