Difference between revisions of "Integrating Factor"

From Department of Mathematics at UTSA
Jump to navigation Jump to search
Line 1: Line 1:
When solving first order linear differential equations of the form <math> y' + p(x)y = g(x) </math>, we can utilize the "integrating factor" <math> \mu (x) = e^{\int p(x)dx}</math>.
+
==The Method of Integrating Factors==
 
+
<p>Let <span class="math-inline"><math>p</math></span> and <span class="math-inline"><math>g</math></span> be functions of <span class="math-inline"><math>t</math></span> and consider the following first order differential equation:</p>
Steps to solving an equation of the form <math> \frac{dy}{dx} + p(x)y = g(x) </math>:
+
<div style="text-align: center;"><math>\begin{align} \quad \frac{dy}{dt} + p(t) y = g(t) \end{align}</math></div>
# Find the integrating factor <math> \mu (x) = e^{\int p(x)dx} </math>, and note that <math> \mu '(x) = p(x)e^{\int p(x)dx} = p(x)\mu (x)</math>,
+
<p>If we multiply the both sides of the equation above by the function <span class="math-inline"><math>\mu (t)</math></span> we get that:</p>
# Multiply both sides of the equation by the integrating factor.
+
<div style="text-align: center;"><math>\begin{align} \quad \mu (t) \frac{dy}{dt} + \mu (t) p(t) y = \mu (t) g(t) \end{align}</math></div>
# The left side of the equation, <math> y'\mu (x) + p(x)\mu (x)y </math>, can now be rewritten as <math> (\mu (x)y)' </math> since <math> y'\mu (x) + p(x)\mu (x)y = y'\mu (x) + \mu '(x)y </math>. Verify by taking the derivative of <math> \mu (x)y </math> with respect to x with the product rule.
+
<p>If we can guarantee that <span class="math-inline"><math>\mu ' (t) = \mu (t) p(t)</math></span>, then notice that by applying the product rule for differentiation that we get: <span class="math-inline"><math>\frac{d}{dt} \left ( \mu (t) y \right ) = \mu (t) \frac{dy}{dt} + \mu ' (t) y</math></span> and substituting <span class="math-inline"><math>\mu ' (t) = \mu (t) y</math></span> and we get that <span class="math-inline"><math>\frac{d}{dt} \left ( \mu (t) y \right ) = \mu (t) \frac{dy}{dt} + \mu (t) p(t) y</math></span> which is exactly the lefthand side of the equation above. Thus we get that:</p>
# Now, integrate <math> (\mu (x)y)' = g(x)\mu (x)</math> to get <math> \mu (x)y = \int g(x)\mu (x)dx </math>.
+
<div style="text-align: center;"><math>\begin{align} \frac{d}{dt} \left ( \mu (t) y \right ) = \mu (t) g(t) \\ \end{align}</math></div>
# Solve for y.
+
<p>The above differential equation can be solved by integrating both sides of the equation with respect to <span class="math-inline"><math>t</math></span> and isolating <span class="math-inline"><math>y</math></span>. The question now arises on how we can find such a function <span class="math-inline"><math>\mu (t)</math></span>.</p>
 
+
<table class="wiki-content-table">
Example problem: <math> y' + \frac{2}{t}y = t - 1 + \frac{1}{t} </math>
+
<tr>
# <math> \mu (x) = e^{\int \frac{2}{t}dt} = e^{2\ln{|t|}} = e^{\ln{|t|^2}} = t^2 </math>
+
<td><strong>Definition:</strong> If <span class="math-inline"><math>\frac{dy}{dt} + p(t) y = g(t)</math></span> is a first order differential equation, then <span class="math-inline"><math>\mu (t)</math></span> is called an <strong>Integrating Factor</strong> if for <span class="math-inline"><math>\mu (t) \frac{dy}{dt} + \mu (t) p(t) y = \mu (t) g(t)</math></span> we have that <span class="math-inline"><math>\mu ' (t) = \mu (t) p(t)</math></span>.</td>
# <math> t^2y' + 2ty = t^3 - t^2 + t </math>
+
</tr>
# <math> (t^2y)' = t^3 - t^2 + t </math>
+
</table>
# <math> t^2y = \int (t^3 - t^2 + t)dt = \frac{1}{4}t^4 - \frac{1}{3}t^3 + \frac{1}{2}t^2 + C </math>
+
<p>The following proposition will give us a formula for obtaining the integrating factor for differential equations in the form <span class="math-inline"><math>\frac{dy}{dt} + p(t) y = g(t)</math></span>.</p>
# <math> y = \frac{1}{4}t^2 - \frac{1}{3}t + \frac{1}{2} + \frac{C}{t^2} </math>
+
<table class="wiki-content-table">
 
+
<tr>
==Resources==
+
<td><strong>Proposition 1:</strong> If <span class="math-inline"><math>\frac{dy}{dt} + p(t) y = g(t)</math></span> is a differential equation, then an integrating factor <span class="math-inline"><math>\mu (t)</math></span> of this equation is given by the formula <span class="math-inline"><math>\mu (t) = e^{\int p(t) \: dt}</math></span>.</td>
* [https://tutorial.math.lamar.edu/classes/de/linear.aspx Solving Linear Equations], Paul's Online Notes
+
</tr>
 +
</table>
 +
<ul>
 +
<li><strong>Proof:</strong> We want to find <span class="math-inline"><math>\mu (t)</math></span> such that <span class="math-inline"><math>\mu ' (t) = \mu (t) p(t)</math></span>. We can rewrite this equation as as <span class="math-inline"><math>\frac{\mu '(t)}{\mu (t)} = p(t)</math></span> and then:</li>
 +
</ul>
 +
<div style="text-align: center;"><math>\begin{align} \quad \frac{ \mu '(t)}{ \mu (t)} = p(t) \\ \quad \frac{d}{dt} \ln \mid \mu (t) \mid = p(t) \\ \quad \int \frac{d}{dt} \ln \mid \mu (t) \mid \: dt = \int p(t) \: dt \\ \quad \ln \mid \mu (t) \mid = \int p(t) \: dt \\ \quad \mu (t) = \pm e^{\int p(t) \: dt} \end{align}</math></div>
 +
<ul>
 +
<li>Since we only need one integrating factor to solve differential equations in the form <span class="math-inline"><math>\frac{dy}{dt} + p(t) y = g(t)</math></span>, we can more generally note that <span class="math-inline"><math>\mu (t) = e^{\int p(t) \: dt}</math></span> is an integrating factor of this differential equation. <span class="math-inline"><math>\blacksquare</math></span></li>
 +
</ul>
 +
<p><em>Notice that from proposition 1 that integrating factors <span class="math-inline"><math>\mu (t)</math></span> are not unique. In fact, there are infinitely many integrating factors. This can be see when evaluating the indefinite integral in <span class="math-inline"><math>\mu (t) = e^{\int p(t) \: dt}</math></span> which will result in getting <span class="math-inline"><math>\mu (t) = e^{P(t) + C}</math></span> where <span class="math-inline"><math>P</math></span> is any antiderivative if <span class="math-inline"><math>p</math></span> and where <span class="math-inline"><math>C</math></span> is a constant. We will always use the simplest integrating factor in solving differential equations of this type.</em></p>
 +
<p>Let's now look at some examples of applying the method of integrating factors.</p>
 +
===Example 1===
 +
<p><strong>Find all solutions to the differential equation <span class="math-inline"><math>\frac{dy}{dt} + \frac{2y}{t} = \frac{\sin t}{t^2}</math></span>.</strong></p>
 +
<p>We first notice that our differential equation is in the appropriate form <span class="math-inline"><math>\frac{dy}{dt} + p(t) y = g(t)</math></span> where <span class="math-inline"><math>p(t) = \frac{2}{t}</math></span> and <span class="math-inline"><math>g(t) = \frac{\sin t}{t^2}</math></span>. We compute our integrating factor as:</p>
 +
<div style="text-align: center;"><math>\begin{align} \quad \mu (t) = e^{\int p(t) \: dt} = e^{\int \frac{2}{t} \: dt} = e^{2 \ln (t)} = e^{\ln (t^2)} = t^2 \end{align}</math></div>
 +
<p>Thus we have that for <span class="math-inline"><math>C</math></span> as a constant:</p>
 +
<div style="text-align: center;"><math>\begin{align} \quad \mu (t) \frac{dy}{dt} + \mu (t) p(t) y = \mu (t) g(t) \\ \quad t^2 \frac{dy}{dt} + 2t y = \sin t \\ \quad \frac{d}{dt} \left ( t^2 y \right ) = \sin t \\ \quad \int \frac{d}{dt} \left ( t^2 y \right ) \: dt = \int \sin t \: dt \\ \quad t^2 y = -\cos t + C \\ \quad y = \frac{-\cos t}{t^2} + \frac{C}{t^2} \end{align}</math></div>
 +
===Example 2===
 +
<p><strong>Find all solutions to the differential equation <span class="math-inline"><math>\frac{dy}{dt} - \frac{y}{t} + te^{-t} = 0</math></span>.</strong></p>
 +
<p>We first rewrite our differential equation as <span class="math-inline"><math>\frac{dy}{dt} - \frac{y}{t} = - te^{-t}</math></span>. We note that in this form we have <span class="math-inline"><math>p(t) = - \frac{1}{t}</math></span> and <span class="math-inline"><math>g(t) = -t e^{-t}</math></span>. We now find an integrating factor:</p>
 +
<div style="text-align: center;"><math>\begin{align} \quad \mu (t) = e^{\int p(t) \: dt} = e^{\int -\frac{1}{t} \: dt} = e^{-\ln t} = e^{\ln \left ( \frac{1}{t} \right)} = \frac{1}{t} \end{align}</math></div>
 +
<p>Thus we have that for <span class="math-inline"><math>C</math></span> as a constant:</p>
 +
<div style="text-align: center;"><math>\begin{align} \quad \mu (t) \frac{dy}{dt} + \mu (t) p(t) y = \mu (t) g(t) \\ \quad \frac{1}{t} \frac{dy}{dt} - \frac{1}{t^2} y = -e^{-t} \\ \quad \frac{d}{dt} \left ( \frac{y}{t} \right ) = -e^{-t} \\ \quad \int \frac{d}{dt} \left ( \frac{y}{t} \right ) \: dt = -\int e^{-t} \: dt \\ \quad \frac{y}{t} = e^{-t} + C \\ \quad y = te^{-t} + tC \end{align}</math></div>

Revision as of 14:02, 16 November 2021

The Method of Integrating Factors

Let and be functions of and consider the following first order differential equation:

If we multiply the both sides of the equation above by the function we get that:

If we can guarantee that , then notice that by applying the product rule for differentiation that we get: and substituting and we get that which is exactly the lefthand side of the equation above. Thus we get that:

The above differential equation can be solved by integrating both sides of the equation with respect to and isolating . The question now arises on how we can find such a function .

Definition: If is a first order differential equation, then is called an Integrating Factor if for we have that .

The following proposition will give us a formula for obtaining the integrating factor for differential equations in the form .

Proposition 1: If is a differential equation, then an integrating factor of this equation is given by the formula Failed to parse (syntax error): {\displaystyle \mu (t) = e^{\int p(t) \: dt}} .
  • Proof: We want to find such that . We can rewrite this equation as as and then:
Failed to parse (unknown function "\begin{align}"): {\displaystyle \begin{align} \quad \frac{ \mu '(t)}{ \mu (t)} = p(t) \\ \quad \frac{d}{dt} \ln \mid \mu (t) \mid = p(t) \\ \quad \int \frac{d}{dt} \ln \mid \mu (t) \mid \: dt = \int p(t) \: dt \\ \quad \ln \mid \mu (t) \mid = \int p(t) \: dt \\ \quad \mu (t) = \pm e^{\int p(t) \: dt} \end{align}}
  • Since we only need one integrating factor to solve differential equations in the form , we can more generally note that Failed to parse (syntax error): {\displaystyle \mu (t) = e^{\int p(t) \: dt}} is an integrating factor of this differential equation.

Notice that from proposition 1 that integrating factors are not unique. In fact, there are infinitely many integrating factors. This can be see when evaluating the indefinite integral in Failed to parse (syntax error): {\displaystyle \mu (t) = e^{\int p(t) \: dt}} which will result in getting where is any antiderivative if and where is a constant. We will always use the simplest integrating factor in solving differential equations of this type.

Let's now look at some examples of applying the method of integrating factors.

Example 1

Find all solutions to the differential equation .

We first notice that our differential equation is in the appropriate form where and . We compute our integrating factor as:

Failed to parse (unknown function "\begin{align}"): {\displaystyle \begin{align} \quad \mu (t) = e^{\int p(t) \: dt} = e^{\int \frac{2}{t} \: dt} = e^{2 \ln (t)} = e^{\ln (t^2)} = t^2 \end{align}}

Thus we have that for as a constant:

Failed to parse (unknown function "\begin{align}"): {\displaystyle \begin{align} \quad \mu (t) \frac{dy}{dt} + \mu (t) p(t) y = \mu (t) g(t) \\ \quad t^2 \frac{dy}{dt} + 2t y = \sin t \\ \quad \frac{d}{dt} \left ( t^2 y \right ) = \sin t \\ \quad \int \frac{d}{dt} \left ( t^2 y \right ) \: dt = \int \sin t \: dt \\ \quad t^2 y = -\cos t + C \\ \quad y = \frac{-\cos t}{t^2} + \frac{C}{t^2} \end{align}}

Example 2

Find all solutions to the differential equation .

We first rewrite our differential equation as . We note that in this form we have and . We now find an integrating factor:

Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \begin{align} \quad \mu (t) = e^{\int p(t) \: dt} = e^{\int -\frac{1}{t} \: dt} = e^{-\ln t} = e^{\ln \left ( \frac{1}{t} \right)} = \frac{1}{t} \end{align}}

Thus we have that for as a constant:

Failed to parse (unknown function "\begin{align}"): {\displaystyle \begin{align} \quad \mu (t) \frac{dy}{dt} + \mu (t) p(t) y = \mu (t) g(t) \\ \quad \frac{1}{t} \frac{dy}{dt} - \frac{1}{t^2} y = -e^{-t} \\ \quad \frac{d}{dt} \left ( \frac{y}{t} \right ) = -e^{-t} \\ \quad \int \frac{d}{dt} \left ( \frac{y}{t} \right ) \: dt = -\int e^{-t} \: dt \\ \quad \frac{y}{t} = e^{-t} + C \\ \quad y = te^{-t} + tC \end{align}}