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The number \(C(t)\) of supermarkets throughout the country that are using a computerized checkout system is described by the initial-value problem $$ \frac{d C}{d t}=C(1-0.0005 C), \quad C(0)=1 . $$ where \(t>0\). How many supermarkets are using the computerized method when \(t=10 ?\) How many companies are expected to adopt the new procedure over a long period of time?

Short Answer

Expert verified
1. Solve differential equation. 2. Find \( C(t) \). 3. Evaluate at \( t=10 \) and find limit as \( t \to \infty \).

Step by step solution

01

Recognize the Type of Differential Equation

The given differential equation is \( \frac{dC}{dt} = C(1 - 0.0005C) \). This is a first-order, separable differential equation. Our task is to solve it for \( C \) given that \( C(0) = 1 \).
02

Separate the Variables

To separate the variables, rearrange the equation: \[ \frac{dC}{C(1 - 0.0005C)} = dt. \]
03

Integrate Both Sides

Integrate the left side with respect to \( C \) and the right side with respect to \( t \):\[ \int \frac{1}{C(1 - 0.0005C)} \, dC = \int \, dt. \]
04

Solve the Integrals

The integral on the left is a partial fraction decomposition problem. Decompose it:\[ \frac{1}{C(1 - 0.0005C)} = \frac{A}{C} + \frac{B}{1 - 0.0005C}. \]Solving, we find:\[ A = 2, \quad B = 0.0005. \]Integrate:\[ 2 \ln |C| - 0.0005 \ln |1 - 0.0005C| = t + C_1, \]where \( C_1 \) is an integration constant.
05

Solve for the Constant using Initial Condition

Using the initial condition \( C(0) = 1 \), substitute into the equation:\[ 2 \ln(1) - 0.0005 \ln(0.9995) = 0 + C_1. \]Since \( \ln(1) = 0 \), find \( C_1 \).We derive \( C_1 = 0.0005 \ln(0.9995). \)
06

Solve for \( C(t) \)

Back substitute the constant \( C_1 \) into the integrated equation and solve for \( C (t) \):\[ \frac{C}{1 - 0.0005C} = e^{t+C_1}. \]Using \( C_1 \), solve for \( C(t) \) explicitly.
07

Calculate \( C(10) \)

Plug \( t = 10 \) into the equation from Step 6 to determine \( C(10) \), representing the number of supermarkets using the computerized checkout at \( t = 10 \).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

initial value problem
An initial value problem involves finding a solution to a differential equation with a given initial condition. In our case, we have the differential equation \( \frac{dC}{dt} = C(1 - 0.0005C) \) with an initial condition \( C(0) = 1 \). This means that at time \( t = 0 \), the number of supermarkets using the computerized checkout system is 1.
This type of problem is crucial because it not only seeks a general solution but also requires us to find a specific solution that fits the initial condition. By identifying this initial value, we can predict future behavior of the system. For this exercise, solving the initial value problem helps determine how many supermarkets will adopt the computerized checkout in the future and helps us understand the long-term adoption trends.
partial fraction decomposition
Partial fraction decomposition is a method used to simplify rational expressions, especially when integrating complex fractions. In the integration process of our exercise, we needed to integrate \( \int \frac{1}{C(1 - 0.0005C)} \, dC \).
To handle this, we decompose it into simpler fractions: \( \frac{1}{C(1 - 0.0005C)} = \frac{A}{C} + \frac{B}{1 - 0.0005C} \). By solving for the constants \( A \) and \( B \), we can then integrate each term separately.
This technique is especially useful when faced with a product of linear factors in the denominator, allowing us to handle complex integrals using simpler logarithmic functions. In our solution, this approach led us to a manageable integration, which is essential for finding the specific solution to the differential equation.
first-order differential equation
A first-order differential equation involves derivatives and is of first degree, meaning the highest derivative is the first derivative. In this exercise, the equation \( \frac{dC}{dt} = C(1 - 0.0005C) \) is a first-order differential equation.
First-order differential equations can often model real-life phenomena, such as growth processes, like our supermarket adoption scenario. These equations consist of functions and their first derivatives, making them accessible while still being powerful tools for modeling.
What makes solving these equations interesting is the deployment of techniques such as separation of variables, which we used in this exercise. By separating \( C \) and \( t \), we were able to integrate both sides effectively, leading us to the particular solution that ultimately solved the initial value problem.
integration techniques
Integration techniques are fundamental tools for solving differential equations. In this exercise, once we separated the variables, we were left with the integral \( \int \frac{1}{C(1 - 0.0005C)} \, dC = \int \, dt \).
By employing partial fraction decomposition, we converted a complex rational expression into simpler fractions, like \( \frac{2}{C} \) and \( \frac{0.0005}{1 - 0.0005C} \).
Then, knowing basic integration techniques helps us handle these terms. The integral of \( \frac{1}{x} \) is \( \ln|x| \), allowing us to integrate logarithmic forms straightforwardly. This knowledge, combined with the constants of integration, lets us solve the separated equation and find \( C(t) \), which determines how many supermarkets adopt the new checkout system over time.
Mastering such integration techniques is useful for calculus students as they provide a robust framework for solving a wide range of differential equations.

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Most popular questions from this chapter

Air containing \(0.06 \%\) carbon dioxide is pumped into a room whose volume is \(8000 \mathrm{ft}^{3}\). The air is pumped in at a rate of \(2000 \mathrm{ft}^{3} / \mathrm{min}\), and the circulated air is then pumped out at the same rate. If there is an initial concentration of \(0.2 \%\) carbon dioxide, determine the subsequent amount in the room at any time. What is the concentration at 10 minutes? What is the steady-state, or equilibrium, concentration of carbon dioxide?

A differential equation governing the velocity \(v\) of a falling mass \(m\) subjected to air resistance proportional to the square of the instantaneous velocity is $$ m \frac{d v}{d t}=m g-k v^{2} $$ where \(k\) is a positive constant of proportionality. (a) Solve this equation subject to the initial condition \(v(0)=v_{0}\). (b) Determine the limiting, or terminal, velocity of the mass. (c) If distance \(s\) is related to velocity by \(d s / d t=v\), find an explicit expression for \(s\) if it is further known that \(s(0)=s_{0}\).

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