/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 16 Find the function \(f\) such tha... [FREE SOLUTION] | 91Ó°ÊÓ

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Find the function \(f\) such that \(f^{\prime}(x)=f(x)(1-f(x))\) and \(f(0)=\frac{1}{2} .\)

Short Answer

Expert verified
The function is \( f(x) = \frac{e^x}{1+e^x} \).

Step by step solution

01

Setup the Differential Equation

We start with the given differential equation: \[ f'(x) = f(x)(1-f(x)). \] Our goal is to find the function \( f(x) \).
02

Separate Variables

Separate the variables in the differential equation:\[ \frac{df}{f(1-f)} = dx. \] This separation allows us to integrate each side with respect to its own variable.
03

Integrate Both Sides

Integrate both sides of the separated equation. The left side requires partial fraction decomposition:\[ \int \left( \frac{1}{f} + \frac{1}{1-f} \right) df = \int dx. \]This simplifies to:\[ \ln|f| - \ln|1-f| = x + C_1. \]
04

Solve for f(x)

Simplify the integrated equation:\[ \ln \left| \frac{f}{1-f} \right| = x + C_1. \]Exponentiating both sides gives:\[ \frac{f}{1-f} = Ce^x, \] where \( C = e^{C_1} \) is an integration constant.
05

Solve for f in Terms of x

Rearrange to solve for \( f \):\[ f = \frac{Ce^x}{1+Ce^x}. \]
06

Apply Initial Condition

Use the initial condition \( f(0) = \frac{1}{2} \) to find \( C \):\[ \frac{C}{1+C} = \frac{1}{2}. \] Solving for \( C \), we get \( C = 1 \).
07

Final Expression for f(x)

Substitute \( C = 1 \) into the expression for \( f \):\[ f(x) = \frac{e^x}{1+e^x}. \]

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Key Concepts

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

Separation of Variables
Separation of Variables is a handy technique for solving differential equations, especially when each side of the equation can be expressed in terms of one variable. This method involves rearranging the equation to isolate one type of variable (e.g., dependent variables like functions of \( f \)), on one side, and the independent variables (often \( x \)) on the other.
In the provided problem, we begin with the equation:\[ f'(x) = f(x)(1-f(x)) \]By separating the variables, we can rearrange the equation as:\[ \frac{df}{f(1-f)} = dx \] This allows us to integrate both sides individually. This step is crucial because once variables are separated, it becomes straightforward to apply the integration techniques needed to solve the equation.
Bullet points can help simplify key steps:
  • Isolate the dependent variable (\( f \)) on one side.
  • Rearrange other terms to the independent variable (\( x \)) side.
  • Perform integration on both sides to progress further.
Separation of Variables is often a first step in solving and simplifies understanding the differential equation process.
Partial Fraction Decomposition
Partial Fraction Decomposition is an essential tool when dealing with complex rational expressions. It breaks down a complicated fraction into simpler fractions, making integration far more manageable.
In this case, to integrate the left side of our separated equation:\[ \frac{df}{f(1-f)} \]We use partial fraction decomposition, turning it into a sum of two fractions:\[ \frac{1}{f} + \frac{1}{1-f} \]Once decomposed, each fraction is easier to integrate separately. This method is especially useful when you are dealing with polynomial denominators that are factorizable.
The decomposition goes as follows:
  • Express the fraction in terms of simpler, easily integrable components.
  • Integrate each component individually to find the primitive function.
Using partial fractions helps navigate through otherwise complex integrals and is a perfect fit during the integration part of solving differential equations.
Integration
Integration is the process of finding functions given their derivatives. It is the reverse operation of differentiation – integral calculus forms a core part of solving differential equations.
For our problem, once we've decomposed the left-side fraction into simpler terms:\[ \int \left( \frac{1}{f} + \frac{1}{1-f} \right) df \]The integration becomes:\[ \ln|f| - \ln|1-f| \]The process of integrating each component involves recognizing forms that directly translate into logarithmic functions, based on standard integration tables.
Key points to remember while integrating:
  • Identify and simplify the integral structure.
  • Utilize known integrals, such as logarithmic integrals for fractions like \( \frac{1}{x} \).
  • Ensure constants of integration are included where necessary.
In the solution steps, integration allows us to express the relationship between \( f(x) \) and \( x \), leading us to ultimately solve for the function based on given initial conditions.

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Most popular questions from this chapter

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