Solutions of Homogeneous System

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If X0 and X1 are solutions to the homogeneous system AX = 0, then any linear combination rX0 + sX1 is also a solution for any scalars r and s. This is demonstrated through the properties of matrix multiplication, where A(rX0 + sX1) simplifies to 0. The discussion also touches on the concept of the superposition principle in ordinary differential equations, which states that a solution can be formed from existing solutions. However, it is clarified that this principle is specific to certain contexts and not universally applicable to all ODEs. The key takeaway is that the linear combination of solutions remains valid within the framework of linear transformations.
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Homework Statement



If X0 and X1 are solutions to the homogeneous system of equation AX = 0, show that rX0 + sX1 is also a solution for any scalars r and s.

Thanks for help!

Homework Equations





The Attempt at a Solution

 
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zohapmkoftid said:

Homework Statement



If X0 and X1 are solutions to the homogeneous system of equation AX = 0, show that rX0 + sX1 is also a solution for any scalars r and s.

From the given information, what can you say about the values of Ax0 and Ax1?
 
Since X0 and X1 are the solutions, therefore
AX0 = 0 and AX1 = 0
Right?
 
Right. Now what is A(rx0 + sx1)?

You need to know something about how matrix multiplication works.
 
A(rX0 + sX1)
= ArX0 + AsX1
= rAX0 + sAX1
= 0

Thanks for your help
 
But how can we prove rX0 + sX1 = 0 from A(rX0 + sX1) = 0
 
zohapmkoftid said:
But how can we prove rX0 + sX1 = 0 from A(rX0 + sX1) = 0

This is not what you are supposed to prove.

You are supposed to prove that X = rX0 + sX1 is a solution to the equation AX = 0. You just did that.
 
Thanks. I understand now
 
zohapmkoftid said:

Homework Statement



If X0 and X1 are solutions to the homogeneous system of equation AX = 0, show that rX0 + sX1 is also a solution for any scalars r and s.

Thanks for help!

Homework Equations





The Attempt at a Solution


You guys forgot to mention that this fact is the socalled super-position principle for ODEs.

Which states if x_1, x_2 are solution of the ODE x' = F(t,x)

which states that a solution x can be formed of two existing solutions

such that x(t) = r \cdot x_1(t) + s \cdot x_2(t) is also a solution of the ODE.

This is also called a linear combination for you young wipping snappers out there.

You can read about it here http://tutorial.math.lamar.edu/Classes/DE/SecondOrderConcepts.aspx
 
  • #10
I have no idea why you would think anyone "forgot" to say that or why it would need saying. What is given here is a basic property of linear transformations and is used in many applications other that linear differential equations. (There is NO "super-position" principle for general ODEs.)
 
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