Patterns of Solution Sets of a System of Linear Equations

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SUMMARY

The discussion centers on the patterns of solution sets for systems of linear equations as described in Jim Hefferon's book "Linear Algebra." Hefferon states that a solution set can be represented as a particular solution vector plus an unrestricted combination of other vectors. The conversation highlights a perceived contradiction regarding zero-element solution sets, which lack a particular solution yet still fit the described pattern. Participants clarify that systems can either have solutions or not, and emphasize the relationship between particular solutions and homogeneous systems, particularly in the context of eigenvalues and the Fredholm alternative.

PREREQUISITES
  • Understanding of linear equations and systems
  • Familiarity with homogeneous and non-homogeneous equations
  • Knowledge of eigenvalues and eigenvectors
  • Basic concepts of linear algebra as presented in "Linear Algebra" by Jim Hefferon
NEXT STEPS
  • Study the concept of homogeneous systems in linear algebra
  • Learn about the Fredholm alternative and its implications for solution sets
  • Explore the derivation of eigenvalues and eigenvectors in matrix equations
  • Review the relationship between particular solutions and general solutions in linear systems
USEFUL FOR

Students of linear algebra, educators teaching linear equations, and mathematicians interested in the nuances of solution sets and eigenvalue problems.

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I'm reading through the book "Linear Algebra", by Jim Hefferon (which you can download for free!). In section I.3, he describes that the pattern of solutions for a system of linear equations:

"They have a vector that is a particular solution of the system added to an unrestrictred combination of some other vectors."

Then he goes on to say:

"A zero-element solution set fits the pattern since there is no particular solution, and so the set of sums of that form is empty."

Isn't he contradicting himself here? First, he says the pattern has a vector of a particular solution, and then he says a zero-element solution fits the pattern because it has no particular solution! Can someone clarify this?
 
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well maybe he is overly optimistic at trying to describe all situations in the same language.

there are two kinds of systems, those with solutions and those without.

if a system AX=b has solutions, then the difference of any two solutions is a solution of the homogeneous system AX=0.

conversely given one particular solution of AX=b, every other solution can be obtained by adding to that one, all solutions of the system AX=0.


so if there are no solutions, then i would be challenged trying to claim that is a special case of this situation. such things as his use of language are really inconsequential and therefore not worth worrying about, in my view.
 
Sounds a lot like solving non-homogeneous equation. I suspect that he is looking at equations of the form [tex]Ax= \lambda x+ c[/tex]. If [tex]\lambda[/tex] is NOT an eigenvalue of A, that equation has only one solution. If [tex]\lambda[/tex] IS an eigenvalue of A then it has either no or an infinite number of solutions (the "Fredholm alternative"). Find the "general" solution to [tex]Ax= \lambda x[/tex] (the eigenvectors) and add a single solution to the entire equation (if there is one) to get the "general" solution to entire equation.
 

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