What Is the Size of GL_n(Z2)?

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Discussion Overview

The discussion revolves around determining the size of the general linear group GL_n(\mathbb{Z}_2), focusing on the properties of n by n matrices over the field \(\mathbb{Z}_2\) and their invertibility. Participants explore concepts of linear independence, determinants, and the counting of invertible matrices.

Discussion Character

  • Exploratory
  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • Some participants suggest thinking in terms of linear independence to understand the size of GL_n(\mathbb{Z}_2).
  • It is proposed that the size of GL_n(\mathbb{Z}_2) relates to counting n by n matrices with entries of either 1 or 0, but non-invertible matrices must be excluded.
  • One participant states that a matrix is invertible if its determinant is 1, while non-invertible matrices have a determinant of 0.
  • There is a question about whether exactly half of all n by n matrices in \(\mathbb{Z}_2\) are invertible, with some participants agreeing that this is only true for n=1.
  • Another participant provides a formula for counting linearly independent rows in the matrix, suggesting that the number of choices decreases as more rows are added.
  • Concerns are raised about how to account for linear combinations of previously chosen columns when determining the number of linearly independent vectors.

Areas of Agreement / Disagreement

Participants express differing views on the relationship between the determinant and the invertibility of matrices, as well as the counting of invertible matrices. The discussion does not reach a consensus on the exact size of GL_n(\mathbb{Z}_2>.

Contextual Notes

Participants note that the counting of matrices depends on the properties of linear independence and the specific characteristics of the field \(\mathbb{Z}_2\). There are unresolved mathematical steps regarding the counting process and the implications of linear dependence.

Dragonfall
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What is the size of [itex]GL_n(\mathbb{Z}_2)[/itex]?
 
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Think in terms of linear independence.
 
You could also think of this as n by n matrices whose entries must be either 1 or 0. How many entries are then in an n by n matrix? And if there are only two possible values for each?
 
HallsofIvy said:
You could also think of this as n by n matrices whose entries must be either 1 or 0. How many entries are then in an n by n matrix? And if there are only two possible values for each?

Well non-invertible matrices are not in GLn(Z_2), so it's NOT 2^(n^2). Rather it's that minus all the matrices with determinant 0, and I don't know how to count those.

morphism said:
Think in terms of linear independence.

Is it true that an nxn matrix is invertible iff the column space has n dimensions?
 
[tex]Z_2= \{0,1\}[/tex] and [tex]Z_2[/tex] has only one unit {1}.
so matrix A which satisfy det A = 1 will be element of [tex]GL_n ( Z_2)[/tex]
 
Yes, and the whole question is "how many of them are there"!

In fact, a matrix A, in Z2 is invertible if det(A)= 1 and not invertible if det(A)= 0. Does that imply that exactly half of all n by n matrices in Z2[/sup] are invertible?
 
Dragonfall said:
Is it true that an nxn matrix is invertible iff the column space has n dimensions?
Yes!

HallsofIvy said:
In fact, a matrix A, in Z2 is invertible if det(A)= 1 and not invertible if det(A)= 0. Does that imply that exactly half of all n by n matrices in Z2[/sup] are invertible?

No. In fact, this is only true if n=1.
 
morphism said:
Yes!

I still don't know how to count them. So you have [itex]2^n-1[/itex] choices for the first vector. [itex]2^n-2[/itex] for the second. But how many vectors are linearly independent wrt to the first two?
 
How many linear combinations are there of the first two columns? Remember, there are only two elements in our field.
 
  • #10
I think it's
(2^n -1)(2^n - 2) (2^n - 2^2 ) ... (2^n - 2^{n-1}).

the reason is: you just have to make sure all the rows are linearly independent and non-zero.
For the first row there are (2^n - 1) choices.

For the second row there's (2^n-1) minus 1 (the number of rows already used).

For the third row there's (2^n-1) minus 2 (the number of rows already used) minus another 1 for the number of sums of those rows.

For the kth row, there's (2^n-1) minus (k choose 1) minus (k choose 2), etc., minus (k choose (k-1)). You can tell that none of these conditions are redundant because that would imply that some of the previous rows were linearly dependent.

But
k choose 1 + k choose 2 + ... + k choose (k-1) = 2^{k} -1.

?
 
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