Question 45 of 96intermediate🔧 ApplyLong Answer4 marks

In a culture, the bacteria count is 1,00,000. The number is increased by 10%10\% in 2 hours. In how many hours will the count reach 2,00,000, if the rate of growth of bacteria is proportional to the number present?

Correct Answer

Let N be the number of bacteria at time t (in hours). Since the rate of growth is proportional to the number present, we have the differential equation:

dNdt=kN\frac{dN}{dt} = kN

where k is the constant of proportionality.

Separating variables:

dNN=k dt\frac{dN}{N} = k\, dt

Integrating both sides:

∫dNN=∫k dt⇒ln⁡N=kt+C\int \frac{dN}{N} = \int k\, dt \Rightarrow \ln N = kt + C

where CC is the constant of integration. Exponentiating:

N=ekt+C=eC ekt=N0 ektN = e^{kt + C} = e^C \, e^{kt} = N_0 \, e^{kt}

where N0=eCN_0 = e^C is the initial count.

Given: at t=0t = 0, N=1,00,000N = 1{,}00{,}000, so N0=1,00,000N_0 = 1{,}00{,}000. Hence,

N=1,00,000 ektN = 1{,}00{,}000 \, e^{kt}

Also given: the count increases by 10%10\% in 2 hours, i.e., at t=2t = 2, N=1,10,000N = 1{,}10{,}000. Substitution:

1,10,000=1,00,000 e2k⇒e2k=11101{,}10{,}000 = 1{,}00{,}000 \, e^{2k} \Rightarrow e^{2k} = \frac{11}{10}

Taking natural logarithm:

2k=ln⁡ ⁣(1110)⇒k=12ln⁡ ⁣(1110)2k = \ln\!\left(\frac{11}{10}\right) \Rightarrow k = \frac{1}{2} \ln\!\left(\frac{11}{10}\right)

We need the time T when N=2,00,000N = 2{,}00{,}000. So:

2,00,000=1,00,000 ekT⇒ekT=2⇒kT=ln⁡22{,}00{,}000 = 1{,}00{,}000 \, e^{kT} \Rightarrow e^{kT} = 2 \Rightarrow kT = \ln 2 T=ln⁡2k=ln⁡212ln⁡ ⁣(1110)=2ln⁡2ln⁡ ⁣(1110) hoursT = \frac{\ln 2}{k} = \frac{\ln 2}{\frac{1}{2} \ln\!\left(\frac{11}{10}\right)} = \frac{2 \ln 2}{\ln\!\left(\frac{11}{10}\right)} \text{ hours}

∴ The bacteria count will reach 2,00,000 in T=2ln⁡2ln⁡(11/10)T = \dfrac{2 \ln 2}{\ln(11/10)} hours.

Exercise: EXERCISE 9.3 | Q: 22 | (Page 13)
For More Understanding

Explanation

This problem is an application of differential equations, similar to Example 9 in the provided context where the principal grows continuously at a rate proportional to the amount.

The key steps are: set up the differential equation from the proportionality condition, separate variables, integrate, use the initial condition to find the constant, use the given growth information to find the proportionality constant kk, and then solve for the required time.

The final answer is expressed in terms of natural logarithms, which is standard for exponential growth problems.

Solution Steps

  1. Step 1: Formulate the differential equation:

    dNdt=kN\frac{dN}{dt} = kN
  2. Step 2: Separate variables and integrate:

    ∫dNN=∫k dt⇒ln⁡N=kt+C\int \frac{dN}{N} = \int k\, dt \Rightarrow \ln N = kt + C
  3. Step 3: Apply initial condition N(0)=100000N(0) = 100000 to get:

    N=100000 ektN = 100000 \, e^{kt}
  4. Step 4: Use the condition N(2)=110000N(2) = 110000 to find kk:

    110000=100000 e2k⇒e2k=1110⇒k=12ln⁡ ⁣(1110)110000 = 100000 \, e^{2k} \Rightarrow e^{2k} = \frac{11}{10} \Rightarrow k = \frac{1}{2} \ln\!\left(\frac{11}{10}\right)
  5. Step 5: Set N(T)=200000N(T) = 200000 and solve for TT:

    200000=100000 ekT⇒ekT=2⇒kT=ln⁡2⇒T=ln⁡2k=2ln⁡2ln⁡(11/10)200000 = 100000 \, e^{kT} \Rightarrow e^{kT} = 2 \Rightarrow kT = \ln 2 \Rightarrow T = \frac{\ln 2}{k} = \frac{2 \ln 2}{\ln(11/10)}