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Solving a Logistic Differential Equation In Exercises 57-60, find the logistic equation that passes through the given point. $$\frac{d y}{d t}=\frac{4 y}{5}-\frac{y^{2}}{150}, \quad(0,8)$$

Short Answer

Expert verified
The required logistic equation passing through the given point is \( -150 \ln (| 30 - y |) + 750 \ln (| y |) = 4t - 963.744 \)

Step by step solution

01

Write out the given differential equation

The given differential equation is \( \frac{d y}{d t}=\frac{4 y}{5}-\frac{y^{2}}{150} \).
02

Transform the logistic differential equation into a separable one

Rearrange the equation to get \( \frac{dy}{(\frac{4 y}{5}-\frac{y^{2}}{150})} = dt \).
03

Integrate both sides of the equation

Now, perform the integration on both sides to obtain the logistic equation. We have :\(\int \frac{1}{(\frac{4 y}{5}-\frac{y^{2}}{150})} dy = \int dt\)
04

Solve the Integrals and Obtain the General Solution

Solving the integrals and rearranging the terms, we find \( -150 \ln (| 30 - y |) + 750 \ln (| y |) = 4t + C \), where C is the constant of integration.
05

Find the value of the constant C

Since the solution passes through point (0,8), we substitute these values in our general solution, leading to \( -150 \ln (| 30 - 8 |) + 750 \ln (| 8 |) = C \) which gives us that C equals to -963.744

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Key Concepts

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

Separable Differential Equations
In the world of differential equations, a 'separable differential equation' is often a straightforward form that’s relatively simple to solve. Such equations can be rewritten so that each of the variables appears on opposite sides of the equation. This feature is particularly helpful, as it allows for the integration process to occur separately for each variable.
The key idea in solving these equations is to separate the variables, such as having all terms involving \(y\) and its derivatives on one side, and all terms involving \(t\) on the other.
  • For example, consider the differential equation \(\frac{d y}{d t}=\frac{4 y}{5}-\frac{y^{2}}{150}\).
  • The goal is to rearrange it to make \(\frac{dy}{\left(\frac{4 y}{5}-\frac{y^{2}}{150}\right)} = dt\), where the separation of variables has occurred.
Once in this form, both sides of the equation can be integrated, which allows us to solve for the function \(y(t)\). This method of separation is a powerful tool that simplifies the process of solving complex differential equations.
Integration of Differential Equations
Integration forms the heart of solving a differential equation once the variables have been separated. When we integrate these separable differential equations, we are essentially peeling back layers to uncover the function \(y(t)\).
With the separated equation from the example, \(\int \frac{1}{\left(\frac{4 y}{5}-\frac{y^{2}}{150}\right)} dy = \int dt\), we integrate both sides to transform it from a differential equation to a more familiar algebraic one.
  • On the left side, the integration is with respect to \(y\), which usually involves finding an antiderivative or using methods such as partial fraction decomposition if necessary.
  • The right side integration is often simpler, directly resulting in \(t + C\), where \(C\) is the integration constant.
Through this process, the solution emerges as a relationship between \(y\) and \(t\), unveiling the function that describes the behavior of the original differential equation over time.
Constant of Integration
The constant of integration, represented by \(C\), plays a crucial role when solving differential equations. It appears naturally as a result of the indefinite integration process.
In the context of the logistic differential equation problem, after integrating, we arrive at an expression like \(-150 \ln (| 30 - y |) + 750 \ln (| y |) = 4t + C\).
  • Initially, \(C\) is a placeholder for any real number since indefinite integrals can have an infinite number of solutions.
  • Its actual value is determined by the initial condition given with the problem, which ensures that the solution fits the situation described.
In our example, the solution at \(t = 0\) and \(y = 8\) is used to calculate \(C\) as \(-963.744\). This adjustment ensures the solution precisely fits the point through which the differential equation is required to pass. Understanding \(C\) helps not just in finding the specific solution we are seeking, but also in appreciating the infinite possibilities an integration process inherently provides.

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Most popular questions from this chapter

Learning Curve The management at a certain factory has found that the maximum number of units a worker can produce in a day is \(75 .\) The rate of increase in the number of units \(N\) produced with respect to time \(t\) in days by a new employee is proportional to \(75-N .\) (a) Determine the differential equation describing the rate of change of performance with respect to time. (b) Solve the differential equation from part (a). (c) Find the particular solution for a new employee who produced 20 units on the first day at the factory and 35 units on the twentieth day.

In Exercises \(57-64,\) solve the Bernoulli differential equation. The Bernoulli equation is a well-known nonlinear equation of the form \(y^{\prime}+P(x) y=Q(x) y^{n}\) that can be reduced to a linear form by a substitution. The general solution of a Bernoulli equation is \(y^{1-n} e^{f(1-n) P(x) d x}=\int(1-n) Q(x) e^{\int(1-n) P(x) d x} d x+C\) $$y y^{\prime}-2 y^{2}=e^{x}$$

True or False? In Exercises 67 and \(68,\) determine whether the statement is true or false. If it is false, explain why or give an example that shows it is false. Half of the atoms in a sample of radioactive radium decay in 799.5 years.

Carbon Dating Carbon-14 dating assumes that the carbon dioxide on Earth today has the same radioactive content as it did centuries ago. If this is true, the amount of \(^{14} \mathrm{C}\) absorbed by a tree that grew several centuries ago should be the same as the amount of \(^{14} \mathrm{C}\) absorbed by a tree growing today. A piece of ancient charcoal contains only 15\(\%\) as much of the radioactive carbon as a piece of modern charcoal. How long ago was the tree burned to make the ancient charcoal? (The half-life of \(^{14} \mathrm{C}\) is 5715 years.)

In Exercises \(57-64,\) solve the Bernoulli differential equation. The Bernoulli equation is a well-known nonlinear equation of the form \(y^{\prime}+P(x) y=Q(x) y^{n}\) that can be reduced to a linear form by a substitution. The general solution of a Bernoulli equation is \(y^{1-n} e^{f(1-n) P(x) d x}=\int(1-n) Q(x) e^{\int(1-n) P(x) d x} d x+C\) $$y^{\prime}+\left(\frac{1}{x}\right) y=x y^{2}, \quad x>0$$

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