Homogeneous Equation (easier question)

In summary, a homogeneous equation is one where the solution is equal to zero. To find the null vectors of a matrix A, one can set the matrix multiplied by a vector w equal to zero and solve for w. All null vectors are of the form tw, where t is a real number. The general solution for a system of homogeneous equations is a particular solution plus a combination of the null vectors.
  • #1
n0_3sc
243
1
Can someone explain what the homogeneous equation is :redface: and how do you find the 'null vectors' and hence the general solution.
Eg.

AX =
[6]
[8]
[4]

A =
[1 2 4]
[3 1 2]
[0 2 4]

X =
[2]
[0]
[1]

Find the null vectors of A and general solution.
 
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  • #2
Something is homogeneous if, in this case, it is equal to zero. I already explained that you're just doing subsitution to find general solutions, possibly having to parametrize them to describe the line or plane of the solution. Seeing as you won't be satisfied until you get a (partially) worked example:

Let A be as above, set Aw=0 and let w=(x,y,z)

then 2y+4z=0, so y=-2z
then 3x+y+2z=0=3x, thus x=0

So a necessary condition for w to be a null vector is w is a multiple of (0,-2,1)
using the first equation we see that it is sufficient let w=(0,2,-1) all null vectors are of the form tw for some t in R and every such is a null vector

Now suppose that Av=X is a particular solution (one that we find by inspection) and so is Av', then A(v-v')=0 so v'=v+tw for some t.

Hence a general solution is a particular solution plus some combination of the null vector(s).

So find one particular solution.
 
  • #3
Oh...Right so that makes sense, I think that's what my 1/2 page of notes from my lecturer was "trying" to say. Thanks :biggrin:
 

1. What is a homogeneous equation?

A homogeneous equation is an algebraic equation in which all terms have the same degree. This means that all the variables in the equation have the same exponent.

2. How do you solve a homogeneous equation?

To solve a homogeneous equation, you can use the substitution method or the elimination method, just like with any other algebraic equation. However, since all the terms have the same degree, you can also use factoring to simplify the equation.

3. What is the difference between a homogeneous equation and a non-homogeneous equation?

A homogeneous equation has all terms with the same degree, while a non-homogeneous equation has at least one term with a different degree. This means that solving a homogeneous equation may be easier because you can use factoring to simplify the equation.

4. What are some real-life applications of homogeneous equations?

Homogeneous equations are commonly used in physics and engineering to model physical systems. They can also be used in economics to model supply and demand relationships.

5. Can a homogeneous equation have multiple solutions?

Yes, a homogeneous equation can have multiple solutions. In fact, if the equation has more than one variable, it will have an infinite number of solutions. However, if the equation has only one variable, it may have one or more solutions depending on the specific values of the coefficients.

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