Differential Equations : Homogeneous Linear Systems

Example Questions

Example Question #1 : Homogeneous Linear Systems

Find the general solution to the given system.

Explanation:

To find the general solution to the given system

first find the eigenvalues and eigenvectors.

Therefore the eigenvalues are

Now calculate the eigenvectors

For

Thus,

For

Thus

Therefore,

Now the general solution is,

Example Question #2 : Homogeneous Linear Systems

Solve the initial value problem . Where

Explanation:

To solve the homogeneous system, we will need a fundamental matrix. Specifically, it will help to get the matrix exponential. To do this, we will diagonalize the matrix. First, we will find the eigenvalues which we can do by calculating the determinant of .

Finding the eigenspaces, for lambda = 1, we have

Adding -1/2 Row 1 to Row 2 and dividing by -1/2, we have  which means

Thus, we have an eigenvector of .

For lambda = 4

Adding Row 1 to Row 2, we have

So  with an eigenvector .

Thus, we have  and . Using the inverse formula for 2x2 matrices, we have that . As we know that , we have

The solution to a homogenous system of linear equations is simply to multiply the matrix exponential by the intial condition. For other fundamental matrices, the matrix inverse is needed as well.

Example Question #3 : Homogeneous Linear Systems

Solve the homogenous equation:

With the initial conditions:

Explanation:

So this is a homogenous, second order differential equation. In order to solve this we need to solve for the roots of the equation. This equation can be written as:

Which, using the quadratic formula or factoring gives us roots of  and

The solution of homogenous equations is written in the form:

so we don't know the constants, but can substitute the values we solved for the roots:

We have two initial values, one for y(t) and one for y'(t), both with t=0\

So:

so:

We can solve for  Then plug into the other equation to solve for

So, solving, we get:   Then

This gives a final answer of:

Example Question #4 : Homogeneous Linear Systems

Solve the second order differential equation:

Subject to the initial values:

Explanation:

So this is a homogenous, second order differential equation. In order to solve this we need to solve for the roots of the equation. This equation can be written as:

Which, using the quadratic formula or factoring gives us roots of  and

The solution of homogenous equations is written in the form:

so we don't know the constants, but can substitute the values we solved for the roots:

We have two initial values, one for y(t) and one for y'(t), both with t=0

So:

so:

We can solve   Then plug into the other equation to solve for

So, solving, we get:   Then

This gives a final answer of:

Example Question #5 : Homogeneous Linear Systems

Solve the differential equation for y:

Subject to the initial condition:

Explanation:

So this is a homogenous, first order differential equation. In order to solve this we need to solve for the roots of the equation. This equation can be written as:

gives us a root of

The solution of homogenous equations is written in the form:

so we don't know the constant, but can substitute the values we solved for the root:

We have one initial values, for y(t) with t=0

So:

This gives a final answer of:

Example Question #6 : Homogeneous Linear Systems

Solve the third order differential equation:

Explanation:

So this is a homogenous, third order differential equation. In order to solve this we need to solve for the roots of the equation. This equation can be written as:

Which, using the cubic formula or factoring gives us roots of ,   and

The solution of homogenous equations is written in the form:

so we don't know the constants, but can substitute the values we solved for the roots:

We have three initial values, one for y(t), one for y'(t), and for y''(t) all with t=0

So:

so:

So this can be solved either by substitution or by setting up a 3X3 matrix and reducing. Once you do either of these methods, the values for the constants will be:   Then  and

This gives a final answer of:

Example Question #7 : Homogeneous Linear Systems

Solve the differential equation:

Subject to the initial conditions:

Explanation:

So this is a homogenous, third order differential equation. In order to solve this we need to solve for the roots of the equation. This equation can be written as:

Which, using the cubic formula or factoring gives us roots of ,   and

The solution of homogenous equations is written in the form:

so we don't know the constants, but can substitute the values we solved for the roots:

We have three initial values, one for y(t), one for y'(t), and for y''(t) all with t=0

So:

So this can be solved either by substitution or by setting up a 3X3 matrix and reducing. Once you do either of these methods, the values for the constants will be:   Then  and

This gives a final answer of:

Example Question #8 : Homogeneous Linear Systems

Find the general solution to the given system.

Explanation:

To find the general solution to the given system

first find the eigenvalues and eigenvectors.

Therefore the eigenvalues are

Now calculate the eigenvectors

For

Thus,

For

Thus

Therefore,

Now the general solution is,

Example Question #3 : Homogeneous Linear Systems

When substituted into the homogeneous linear system  for , which of the following matrices will have a saddle point equilibrium in its phase plane?

Explanation:

A saddle point phase plane results from two real eigenvalues of different signs. Three of these matrices are triangular, which means their eigenvalues are on the diagonal. For these three, the eigenvalues are real, but both the same sign, meaning they don't have saddles. For the remaining two, we'll need to find the eigenvalues using the characteristic equations.

For , we have

The discriminant to this is , so the solutions are non-real. Thus, this matrix doesn't yield a saddle point.

For  we have,

We see that this matrix yields two real eigenvalues with different signs. Thus, it is the correct choice.

Example Question #4 : Homogeneous Linear Systems

Find the general solution to the system of ordinary differential equations

where

Explanation:

Finding the eigenvalues and eigenvectors of  with the characteristic equation of the matrix

The corresponding eigenvalues are, respectively

and

This gives us that the general solution is