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

In summary, a particular solution to a system of linear equations varies with the choice of values for the free variables, but this does not affect the set of all solutions. This is because the set of solutions is determined by the null space of the matrix, and the choice of a particular solution does not change the null space.
  • #1
mathworker
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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 $0$)??​
 
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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.
 

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

What is a particular solution for Ax=b?

A particular solution for Ax=b is a specific set of values for the variables in the equation that satisfy the equation and make it true. It is a solution that meets the specific conditions of the equation and cannot be generalized to other equations.

How is a particular solution different from a general solution?

A general solution is a set of values for the variables that can be applied to a range of equations and will satisfy all of them. A particular solution, on the other hand, satisfies only a specific equation and cannot be applied to other equations.

How do you find a particular solution for Ax=b?

To find a particular solution for Ax=b, you can use various methods such as substitution, elimination, or Gaussian elimination. These methods involve manipulating the equation and solving for the variables to determine the specific values that satisfy the equation.

Why is finding a particular solution important?

Finding a particular solution is important because it helps in solving real-world problems and analyzing data. It allows us to determine specific values that satisfy a given equation, which can then be used to make accurate predictions and decisions.

Can a particular solution be the only solution for Ax=b?

Yes, a particular solution can be the only solution for Ax=b. This is often the case when the equation has a unique solution, meaning there is only one set of values for the variables that satisfies the equation. However, if the equation has multiple solutions, a particular solution will not be the only solution.

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