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Separate variables and use partial fractions to solve the initial value problems in Problems \(1-8 .\) Use either the exact solution or a computer- generated slope field to sketch the graphs of several solutions of the given differential equation, and highlight the indicated particular solution. $$ \frac{d x}{d t}=10 x-x^{2}, x(0)=1 $$

Short Answer

Expert verified
Integrate \( \frac{dx}{x(10-x)} = dt \) to solve: \( x(t) = \frac{10}{1+9e^{10t}} \).

Step by step solution

01

Rewrite the Differential Equation

Given the differential equation \( \frac{dx}{dt} = 10x - x^2 \). This can be rewritten by factoring the right-hand side as \( \frac{dx}{dt} = x(10 - x) \). This is suitable for separating variables.
02

Separate Variables

Separate the variables by dividing both sides by \( x(10-x) \) and multiplying both sides by \( dt \):\[ \frac{dx}{x(10-x)} = dt \].
03

Integrate Both Sides

Integrate both sides of the equation:\[ \int \frac{dx}{x(10-x)} = \int dt \].Using partial fraction decomposition, \( \frac{1}{x(10-x)} \) can be expressed as \( \frac{A}{x} + \frac{B}{10-x} \). Solving for \( A \) and \( B \), we get:\( \frac{1}{x(10-x)} = \frac{1}{10} \left( \frac{1}{x} + \frac{1}{10-x} \right) \).
04

Perform the Integration

Now, integrate each part:\[ \int \frac{1}{10} \left( \frac{1}{x} + \frac{1}{10-x} \right) dx = \frac{1}{10}\left( \ln |x| - \ln |10-x| \right) + C \].The integral of the right-hand side is simply \( t + C \), where \( C \) is the constant of integration.
05

Solve for the Constant of Integration

Use the initial condition \( x(0) = 1 \) to find \( C \):Substitute \( t = 0 \) and \( x = 1 \) into the integrated equation:\[ \frac{1}{10} \left( \ln |1| - \ln |9| \right) = 0 + C \].\( \ln |1| = 0 \), so \( C = -\frac{1}{10} \ln 9 \).
06

Solve for x as a Function of t

Since \( \frac{1}{10} \left( \ln |x| - \ln |10-x| \right) = t - \frac{1}{10} \ln 9 \), we can express this as:\[ \ln \frac{|x|}{|10-x|} = 10t - \ln 9 \].Exponentiating both sides gives:\[ \frac{|x|}{|10-x|} = 9e^{10t} \].Solve for \( x \) in terms of \( t \):Solve the equation \( x(1+9e^{10t}) = 10 \cdot 9e^{10t} \) to find \( x(t) \) explicitly.

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Key Concepts

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

Separation of Variables
In differential equations, separation of variables is a common technique used to solve first-order ordinary differential equations. The goal is to rearrange the equation in such a way that all terms involving the dependent variable - typically labeled as "x"are on one side, and all terms involving the independent variable ``or time variable"t"are on the other. This method effectively "separates" the variables, allowing us to integrate each side independently.
For instance, consider the equation \( \frac{dx}{dt} = x(10-x) \). To separate variables, we first divide both sides by \( x(10-x) \)so that we have \( \frac{dx}{x(10-x)} = dt \).Now, each side of the equation can be integrated separately.
Partial Fraction Decomposition
Partial fraction decomposition is a method used to break down complex rational expressions into simpler fractions that are easier to integrate. It's an essential tool when dealing with differential equations that require integration of a rational function. Let's consider the expression \( \frac{1}{x(10-x)} \).
Using partial fraction decomposition, we can express this as the sum of two simpler fractions: \( \frac{A}{x} + \frac{B}{10-x} \).By clearing fractions and solving for the constants "A" and "B", we find that \( A = \frac{1}{10} \)and \( B = \frac{1}{10} \),allowing us to write \( \frac{1}{x(10-x)} = \frac{1}{10} \left( \frac{1}{x} + \frac{1}{10-x} \right) \).
This makes the integral manageable, paving the way to solve the differential equation.
Initial Value Problem
An initial value problem (IVP) in differential equations involves finding a particular solution to a differential equation that satisfies a given initial condition.The initial condition is a value that specifies the state of the system at a particular point in time, usually labeled as \( t = 0 \).
For example, given the differential equation \( \frac{dx}{dt} = 10x - x^2 \)and the initial condition \( x(0) = 1 \), our task is to find a function \( x(t) \)that not only satisfies the differential equation but also the initial value condition.By using this initial value, we can determine the constant of integration, ensuring our solution is tailored specifically to this initial scenario.
Integration
Integration is a fundamental concept in calculus used to solve differential equations once variables are successfully separated. After breaking down complex fractions using partial fraction decomposition, we apply the integral to each smaller term.
Consider the integral \( \int \frac{dx}{x(10-x)} \),we have:
  • \( \int \frac{1}{x} \) gives \( \ln |x| \)
  • \( \int \frac{1}{10-x} \) results in \(-\ln |10-x| \)
When combined as \( \int \left( \frac{1}{x} + \frac{1}{10-x} \right) dx \), this produces: \( \frac{1}{10}( \ln |x| - \ln |10-x| ) + C \).The integral of a constant on the other side is simply \( t + C \).
Integration allows us to move from the differential form to an explicit expression for \( x \) as a function of \( t \).
Slope Field
A slope field is a graphical representation of a differential equation that shows how solutions behave without needing to solve the equation analytically.It's composed of short line segments or arrows that depict the slope \( \left( \frac{dx}{dt} \right) \)of the solution at various points in the plane. This creates a visual pattern reflecting solution trends over time.
By plotting the slope field for the equation \( \frac{dx}{dt} = 10x - x^2 \),students can:
  • Easily predict the shape and direction of solution curves.
  • Identify equilibrium points where \( \frac{dx}{dt} = 0 \).
  • Visualize the impact of different initial values on the solution trajectory.
Highlighting the particular solution that satisfies the initial condition \( x(0) = 1 \) helps illustrate how this specific solution fits into the overall dynamic of the differential system.

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Most popular questions from this chapter

A motorboat starts from rest (initial velocity \(v(0)=v_{0}=\) 0). Its motor provides a constant acceleration of \(4 \mathrm{ft} / \mathrm{s}^{2}\), but water resistance causes a deceleration of \(v^{2} / 400 \mathrm{ft} / \mathrm{s}^{2}\) Find \(v\) when \(t=10 \mathrm{~s}\), and also find the limiting velocity as \(t \rightarrow+\infty\) (that is, the maximum possible speed of the boat).

In Problems, use a computer system or graphing calculator to plot a slope field and/or enough solution curves to indicate the stability or instability of each critical point of the given differential equation. (Some of these critical points may be semistable in the sense mentioned in Example 6.) $\$$ $$ \frac{d x}{d t}=x^{2}\left(x^{2}-4\right) $$

A programmable calculator or a computer will be useful for Problems I I through 16. In each problem find the exact solution of the given initial value problem. Then apply the improved Euler method twice to approximate (to five decimal places) this solution on the given interval, first with step size \(h=0.01\), then with step size \(h=0.005 .\) Make a table showing the approximate values and the actual value, together with the percentage error in the more accurate approximations, for \(x\) an integral multiple of \(0.2 .\) Throughout, primes denote derivatives with respect to \(x\). $$ y^{2} y^{\prime}=2 x^{5}, y(2)=3 ; 2 \leqq x \leqq 3 $$

Consider the initial value problem $$ 7 x \frac{d y}{d x}+y=0, \quad y(-1)=1 $$ (a) Solve this problem for the exact solution $$ y(x)=-\frac{1}{x^{1 / 7}} $$ which has an infinite discontinuity at \(x=0 .\) (b) Apply Euler's method with step size \(h=0.15\) to approximate this solution on the interval \(-1 \leqq x \leqq 0.5\). Note that, from these data alone, you might not suspect any difficulty near \(x=0\). The reason is that the numerical approximation "jumps across the discontinuity" to another solution of \(7 x y^{\prime}+y=0\) for \(x>0 .\) (c) Finally, apply Euler's method with step sizes \(h=0.03\) and \(h=0.006\), but still printing results only at the original points \(x=-1.00\), \(-0.85,-0.70, \ldots, 1.20,1.35 .\) and \(1.50 .\) Would you now suspect a discontinuity in the exact solution?

In Problems first solve the equation \(f(x)=0\) to find the critical points of the given autonomous differential equation \(d x / d t=f(x) .\) Then analyze the sign of \(f(x)\) to determine whether each crifical point is stable or unstable, and construct the corresponding phase diagrant for the differential equarion. Next, solve the differential equarion explicitly for \(x(t)\) in terms of t. Finally use either the exact solution or a computer-generated slope field to sketch typical solution curves for the given differential equation, and verify visually the stability of each critical point. $$ \frac{d x}{d t}=7 x-x^{2}-10 $$

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