Linear Algebra - number of entries

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Homework Help Overview

The discussion revolves around determining the number of independently selectable entries in symmetric and skew-symmetric matrices of order n, focusing on the implications of matrix properties on entry independence.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the definitions of symmetric and skew-symmetric matrices, questioning what "chosen independently" entails. Some suggest examining simple examples to clarify the concept of independence in matrix entries.

Discussion Status

Participants are actively engaging with the problem, with some offering insights into the structure of matrices and the implications of symmetry on entry selection. There is an ongoing exploration of how many entries can be independently chosen, with various interpretations being discussed.

Contextual Notes

Some participants note the need to consider the number of entries on the main diagonal and those above and below it, as well as the definitions of symmetric and skew-symmetric matrices, which may influence their reasoning.

Dafe
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Homework Statement


a) How many entries can be chosen independently, in a symmetric matrix of order n?

b) How many entries can be chosen independently, in a skew-symmetric matrix of order n?

Homework Equations





The Attempt at a Solution



All I know are the definitions of a symmetric and a skew symmetric matrix.
I don't understand the problem, what does chosen independently mean? Is this a sum of some sort? Any hints are greatly appreciated!
 
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a) I think that all the entries in the first row of a symmetric matrix may be chosen independently. And I also think that the "last" entry is independent. (the bottom right corner entry).

b) I would think that all entries are independent in a skew-symmetric matrix..

anyone? Thank you.
 
It would have helped if you had given some reason why you "think" those things!

When you don't understand something, look at simple examples. If A is a 2 by 2 matrix, it can be written as
[tex]\left[\begin{array}{cc}a_{11} & a_{12} \\ a_{21} & a_{22}\end{array}\right][/tex]

If no other conditions on A are given, you would be free to choose the four numbers to be anything you want- you have "four independent choices".

Now suppose A is symmetric- that means [itex]a_{12}= a_{22}[/itex]. You can still choose [itex]a_{11}[/itex] and [itex]a_{22}[/itex] to be anything you want and you can choose either [itex]a_{12}[/itex] or [itex]a_{21}[/itex] to be anything you want but as soon as you choose one of them the other must be the same- you have three independent choices.

Suppose A is skew-symmetric. Then [itex]a_{ij}= -a_{ji}[/itex]. No, you are NOT free to choose all entries independently! For one thing, on the diagonal you must have [itex]a_{ii}= -a_{ii}[/itex] which means each diagonal element must be 0! In our 2 by 2 case, [itex]a_{11}= a_{22}= 0[/itex]. We can choose either [itex]a_{12}[/itex] or [itex]a_{21}[/itex] but once you have chosen one of them, the other is the negative of that. You have only one independent choice.

Some of the things you will have to figure out to do this: in an n by n matrix, how many entries are there on the main diagonal? How many entries are there above the main diagonal? How many entries are the below the main diagonal? Think about the definitions of "symmetric" and "skew-symmetric" to see why you need to know those numbers and the answers to these questions should be easy.
 
HallsofIvy said:
Some of the things you will have to figure out to do this: in an n by n matrix, how many entries are there on the main diagonal? How many entries are there above the main diagonal? How many entries are the below the main diagonal? Think about the definitions of "symmetric" and "skew-symmetric" to see why you need to know those numbers and the answers to these questions should be easy.

As it is never good to leave things unresolved, I will give this problem a try several months after posting it.

There are n entries on the main diagonal.
There are [tex]\frac{(n-1)n}{2}[/tex] entries above/below the main diagonal.

I think of this as a triangle with width (n-1) and height n with area [tex]\frac{(n-1)n}{2}[/tex].

As mister HallsOfIvy writes, a skew-symmetric matrix has [tex]a_{ij} = -a_{ji}[/tex], which means that only the entries above or below the main diagonal can be chosen independently.
And thus the answer is:

[tex]\frac{(n-1)n}{2}[/tex]

Thank you.
 

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