Solutions of Homogeneous System

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Homework Help Overview

The discussion revolves around a homogeneous system of equations represented by AX = 0, specifically focusing on the property that if X0 and X1 are solutions, then any linear combination rX0 + sX1 is also a solution for scalars r and s.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the implications of the solutions X0 and X1, questioning the values of AX0 and AX1. There is an examination of how matrix multiplication applies to the linear combination of solutions.

Discussion Status

Some participants have provided guidance on the mathematical properties involved, while others have raised questions about the interpretation of the results. The conversation reflects a mix of understanding and clarification regarding the proof of the linear combination being a solution.

Contextual Notes

There is mention of the superposition principle in the context of ordinary differential equations, though its relevance to the current discussion is debated among participants.

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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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