Solutions of Homogeneous System

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The discussion centers on the proof that if X0 and X1 are solutions to the homogeneous system of equations AX = 0, then any linear combination rX0 + sX1 is also a solution for any scalars r and s. The participants confirm that since AX0 = 0 and AX1 = 0, it follows that A(rX0 + sX1) = rAX0 + sAX1 = 0, thus validating the claim. Additionally, the concept of linear combinations and its relation to the superposition principle in ordinary differential equations (ODEs) is mentioned, although clarified that it is a property of linear transformations.

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  • Basic concepts of ordinary differential equations (ODEs)
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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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