How Do We Prove That 'P' Doesn't Vary for Different Free Variables?

  • Context: MHB 
  • Thread starter Thread starter mathworker
  • Start date Start date
  • Tags Tags
    Particular solution
Click For Summary
SUMMARY

The discussion centers on proving that the particular solution 'P' for the system of linear equations represented by $Ax=b$ does not vary with different free variables. It is established that while the particular solution can change based on the values of free variables, the overall set of solutions remains constant. The key concept is that the null space of matrix A, denoted as L, combined with any particular solution v, forms a complete solution set, which is invariant regardless of the specific choice of the particular solution.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically systems of linear equations.
  • Familiarity with the null space of a matrix and its properties.
  • Knowledge of linear combinations and vector spaces.
  • Basic comprehension of the role of free variables in linear equations.
NEXT STEPS
  • Study the properties of null spaces in linear algebra.
  • Learn about the concept of linear combinations in vector spaces.
  • Explore the implications of particular solutions in systems of equations.
  • Investigate the relationship between free variables and solution sets in linear systems.
USEFUL FOR

Students of linear algebra, educators teaching linear systems, and anyone seeking to deepen their understanding of the relationship between particular solutions and free variables in linear equations.

mathworker
Messages
110
Reaction score
0
I am studying Introduction to linear Algebra by Gilbert Strang while calculating the particular solution P for $Ax=b$,he made the free variables $0$ to calculate the particular solution and said that P along with linear combinations of null space solutions make up the complete set.
I understood that particular solution is 'particular' because there is only one solution to system of equation but how do we prove that 'P' doesn't vary for different free variable ( I mean other than $0$)??​
 
Physics news on Phys.org
Re: particular sollution for Ax=b

mathworker said:
how do we prove that 'P' doesn't vary for different free variable ( I mean other than $0$)??
A particular solution definitely varies with the choice of values of free variables because these values are a part of a solution. But the set of all solutions to the system does not depend on the choice of a particular solution.

There is the following fact. Let $L$ be a linear subspace and let $v$ be a particular vector (not necesarily in $L$). If $v'\in L+v$, then $L+v=L+v'$. Indeed, suppose that $v'=u+v$ where $u\in L$. Then an arbitrary vector in $L+v$ has the form $w+v$ where $w\in L$. But $w+v=w+v+u-u=(w-u)+v'$ and $w-u\in L$. The fact that $L+v'\subseteq L+v$ is proved similarly.

Returning to the system of linear equations, $L$ is the null space of $A$ and $v,v'$ are particular solutions. The choice of a particular solution does not change the set of all solutions.
 

Similar threads

Replies
9
Views
2K
  • · Replies 40 ·
2
Replies
40
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 5 ·
Replies
5
Views
1K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 15 ·
Replies
15
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
Replies
2
Views
1K