We develop a technique for solving homogeneous linear differential equations.
Homogeneous Linear Equations
A second order differential equation is said to be linear if it can be written as
We call the function on the right a forcing function, since in physical applications it’s often related to a force acting on some system modeled by the differential equation. We say that (eq:5.1.1) is homogeneous if or nonhomogeneous if . Since these definitions are like the corresponding definitions in Module linearFirstOrderDiffEq for the linear first order equation it’s natural to expect similarities between methods of solving (eq:5.1.1) and (eq:5.1.2). However, solving (eq:5.1.1) is more difficult than solving (eq:5.1.2). For example, while Theorem thmtype:2.1.1 gives a formula for the general solution of (eq:5.1.2) in the case where and Theorem thmtype:2.1.2 gives a formula for the case where , there are no formulas for the general solution of (eq:5.1.1) in either case. Therefore we must be content to solve linear second order equations of special forms.In Module linearFirstOrderDiffEq we considered the homogeneous equation first, and then used a nontrivial solution of this equation to find the general solution of the nonhomogeneous equation . Although the progression from the homogeneous to the nonhomogeneous case isn’t that simple for the linear second order equation, it’s still necessary to solve the homogeneous equation
in order to solve the nonhomogeneous equation (eq:5.1.1). This section is devoted to (eq:5.1.3).The next theorem gives sufficient conditions for existence and uniqueness of solutions of initial value problems for (eq:5.1.3). We omit the proof.
Since is obviously a solution of (eq:5.1.3) we call it the trivial solution. Any other solution is nontrivial. Under the assumptions of Theorem thmtype:5.1.1, the only solution of the initial value problem on is the trivial solution.
The next three examples illustrate concepts that we’ll develop later in this section. You shouldn’t be concerned with how to find the given solutions of the equations in these examples. This will be explained in later sections.
- (a)
- Verify that and are solutions of (eq:5.1.4) on .
- (b)
- Verify that if and are arbitrary constants, is a solution of (eq:5.1.4) on .
- (c)
- Solve the initial value problem
item:5.1.1a If then and , so . If , then and , so .
item:5.1.1b If
then and soitem:5.1.1c We can solve (eq:5.1.5) by choosing and in (eq:5.1.6) so that and . Setting in (eq:5.1.6) and (eq:5.1.7) shows that this is equivalent to
The interactive below will help you visualize this solution. Use sliders to adjust the values of and . Initial conditions and correspond to the -intercept and the slope of the tangent line, respectively.
Find values of and such that the -intercept is and the slope of the tangent line is . (You can solve this problem algebraically, as above, or graphically. Check your answers graphically.)
- (a)
- Verify that and are solutions of (eq:5.1.8) on .
- (b)
- Verify that if and are arbitrary constants then is a solution of (eq:5.1.8) on .
- (c)
- Solve the initial value problem
item:5.1.2b If
then and soitem:5.1.2c To solve (eq:5.1.9), we must choosing and in (eq:5.1.10) so that and . Setting in (eq:5.1.10) and (eq:5.1.11) shows that and . Therefore is the unique solution of (eq:5.1.9) on .
Theorem thmtype:5.1.1 implies that if and are arbitrary real numbers then the initial value problem
has a unique solution on an interval that contains , provided that , , and are continuous and has no zeros on . To see this, we rewrite the differential equation in (eq:5.1.12) as and apply Theorem thmtype:5.1.1 with and .- (a)
- Verify that is a solution of (eq:5.1.13) on and is a solution of (eq:5.1.13) on and .
- (b)
- Verify that if and are any constants then is a solution of (eq:5.1.13) on and .
- (c)
- Solve the initial value problem
- (d)
- Solve the initial value problem
item:5.1.3b If
then and soitem:5.1.3c To solve (eq:5.1.14), we choose and in (eq:5.1.16) so that and . Setting in (eq:5.1.16) and (eq:5.1.17) shows that this is equivalent to
item:5.1.3d We can solve (eq:5.1.15) by choosing and in (eq:5.1.16) so that and . Setting in (eq:5.1.16) and (eq:5.1.17) shows that this is equivalent to
Although the formulas for the solutions of (eq:5.1.14) and (eq:5.1.15) are both , you should not conclude that these two initial value problems have the same solution. Remember that a solution of an initial value problem is defined on an interval that contains the initial point; therefore, the solution of (eq:5.1.14) is on the interval , which contains the initial point , while the solution of (eq:5.1.15) is on the interval , which contains the initial point .
The General Solution of a Homogeneous Linear Second Order Equation
If and are defined on an interval and and are constants, then is a linear combination of and . For example, is a linear combination of and , with and .
The next theorem states a fact that we’ve already verified in Examples example:5.1.1, example:5.1.2, and example:5.1.3.
- Proof
- If
then
Therefore
We say that is a fundamental set of solutions of on if every solution of (eq:5.1.18) on can be written as a linear combination of and as in (eq:5.1.19). In this case we say that (eq:5.1.19) is general solution of on .
Linear Independence
We need a way to determine whether a given set of solutions of (eq:5.1.18) is a fundamental set. The next definition will enable us to state necessary and sufficient conditions for this.
We say that two functions and defined on an interval are linearly independent on if neither is a constant multiple of the other on . (In particular, this means that neither can be the trivial solution of (eq:5.1.18), since, for example, if we could write .) We’ll also say that the set is linearly independent on .
We’ll present the proof of Theorem thmtype:5.1.3 in steps worth regarding as theorems in their own right. However, let’s first interpret Theorem thmtype:5.1.3 in terms of Examples example:5.1.1, example:5.1.2, and example:5.1.3.
- (a)
- Since is nonconstant, Theorem thmtype:5.1.3 implies that is the general solution of on .
- (b)
- Since is nonconstant, Theorem thmtype:5.1.3 implies that is the general solution of on .
- (c)
- Since is nonconstant, Theorem thmtype:5.1.3 implies that is the general solution of on and .
The Wronskian and Abel’s Formula
To motivate a result that we need in order to prove Theorem thmtype:5.1.3, let’s see what is required to prove that is a fundamental set of solutions of (eq:5.1.20) on . Let be an arbitrary point in , and suppose is an arbitrary solution of (eq:5.1.20) on . Then is the unique solution of the initial value problem
that is, and are the numbers obtained by evaluating and at . Moreover, and can be any real numbers, since Theorem thmtype:5.1.1 implies that (eq:5.1.21) has a solution no matter how and are chosen. Therefore is a fundamental set of solutions of (eq:5.1.20) on if and only if it’s possible to write the solution of an arbitrary initial value problem (eq:5.1.21) as . This is equivalent to requiring that the system has a solution for every choice of . Let’s try to solve (eq:5.1.22).Multiplying the first equation in (eq:5.1.22) by and the second by yields
- Proof
- Differentiating (eq:5.1.28) yields
Since and both satisfy (eq:5.1.27),
Substituting these into (eq:5.1.30) yields
The function defined in (eq:5.1.28) is the Wronskian of . Formula (eq:5.1.29) is Abel’s formula.
The Wronskian of is usually written as the determinant The expressions in (eq:5.1.26) for and can be written in terms of determinants as If you’ve taken linear algebra you may recognize this as Cramer’s rule.
item:5.1.5b Again, since , we can verify Abel’s formula by showing that is constant, which is true, since
item:5.1.5c Computing the Wronskian of and directly yields
To verify Abel’s formula we rewrite the differential equation as to see that . If and are either both in or both in then so Abel’s formula becomesThe next theorem will enable us to complete the proof of Theorem thmtype:5.1.3.
- Proof
- We first show that if for some in , then and are linearly dependent on .
Let be a subinterval of on which has no zeros. (If there’s no such subinterval, on ,
so and are linearly independent, and we’re finished with this part of the proof.)
Then is defined on , and
However, if , Theorem thmtype:5.1.4 implies that on . Therefore (eq:5.1.33) implies that , so (constant)
on . This shows that for all in . However, we want to show that for all
in . Let . Then is a solution of (eq:5.1.32) on such that on , and therefore on .
Consequently, if is chosen arbitrarily in then is a solution of the initial value
problem
which implies that on , by the paragraph following Theorem thmtype:5.1.1. Hence, on , which
implies that and are not linearly independent on .
Now suppose has no zeros on . Then can’t be identically zero on (why not?), and therefore there is a subinterval of on which has no zeros. Since (eq:5.1.33) implies that is nonconstant on , isn’t a constant multiple of on . A similar argument shows that isn’t a constant multiple of on , since on any subinterval of where has no zeros.
We can now complete the proof of Theorem thmtype:5.1.3.
- Proof of Theorem thmtype:5.1.3:
- From Theorem thmtype:5.1.5, two solutions and of (eq:5.1.32) are linearly independent on if and only if has no zeros on . From Theorem thmtype:5.1.4 and the motivating comments preceding it, is a fundamental set of solutions of (eq:5.1.32) if and only if has no zeros on . Therefore is a fundamental set for (eq:5.1.32) on if and only if is linearly independent on .
The next theorem summarizes the relationships among the concepts discussed in this section.
- (a)
- The general solution of on is .
- (b)
- is a fundamental set of solutions of on
- (c)
- is linearly independent on .
- (d)
- The Wronskian of is nonzero at some point in .
- (e)
- The Wronskian of is nonzero at all points in .
We can apply this theorem to an equation written as on an interval where , , and are continuous and has no zeros.
- Proof
- Since and are not both zero, (eq:5.1.35) implies that and Theorem thmtype:5.1.6 implies the stated conclusion.
Text Source
Trench, William F., ”Elementary Differential Equations” (2013). Faculty Authored and Edited Books & CDs. 8. (CC-BY-NC-SA)