Linear Algebra Subspace Basis Problem

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Homework Help Overview

The discussion revolves around finding a basis for the subspace of traceless (nxn)-matrices, denoted as sl(n), within the context of linear algebra. Participants are exploring the properties of these matrices and their dimensions.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the definition of a basis and the dimension of sl(n), questioning whether it is simply n^2. They explore the implications of tracelessness and the conditions that matrices must satisfy. Some participants suggest starting with matrices that have zeros down the diagonal and others that are traceless but have nonzero diagonal elements.

Discussion Status

The discussion is active, with participants sharing insights about the dimension of the subspace and the nature of the matrices involved. Some guidance has been offered regarding the construction of a basis and the need to consider both off-diagonal and diagonal elements. However, there is no explicit consensus on the complete basis yet.

Contextual Notes

Participants are navigating the constraints of the problem, including the requirement for matrices to be traceless and the implications of this condition on their dimensions. There is also mention of previously learned concepts that may influence their understanding of the current problem.

braindead101
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1. The set of all traceless (nxn)-matrices is a subspace sl(n) of (bold)K^(nxn). Find a basis for sl(n). What is the dimension of sl(n)?

Not sure how to go about finding the basis. I know a basis is a list of vectors that is linearly independent and spans.
and for the dimension of sl(n), is it just n^2, as it's an nxn matrix.

any help would be greatly appreciated.
 
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A traceless matrix has to satisfy exactly one extra condition relative to a general matrix. What does this tell you about it's dimension? Start by describing n^2-n matrices that have zeros down the diagonal. Then describe the matrices that have only diagonal elements but are still traceless.
 
why is it n^2-n matrices?
I only know that traceless is where the sum of the diagonals is zero.
and I also have the following information from another problem:

the set sl(n) of all traceless (nxn)-matrices form a subspace of (bold)K^(nxn):
the zero matrix belongs to sl(n) so sl(n) is not empty.
tr(cA+B) = tr(cA) + tr(B)
tr(cA+B) = c tr(A) + tr(B)
tr(cA+B) = c (0) + 0 = 0
and cA+B (epsilon) sl(n) which means sl(n) is a subspace.
 
A basis for the subspace of matrices that have all zeros down the diagonal has dimension n^2-n. Why? Construct an explicit basis. Now think about the matrices that are zero off the diagonal and only have nonzero elements along the diagonal but are traceless. Just sort of 'add the two'.
 
okay, i understand now why the dimension is n^2-n
but do we need the dimension to find the basis. how do i start with the basis, we were given examples in class of our "favorite bases", and i remember the prof saying that we need them to find other bases.
 
Only the dimension of the off diagonal elements is n^2-n. You have to add some elements to complete the basis for sl(n). They are purely diagonal. How many are there?
 

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