Indexes of inertia for the function

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SUMMARY

The discussion centers on determining the positive and negative indexes of inertia for the function \(q(x)=\text{Tr}X^2\) within the space \(M_n(\mathbb{R})\). The initial analysis suggests that the positive index is \(3n\) and the negative index is \(0\). However, further clarification reveals that the positive index is actually \(\frac{n^2+n}{2}\) and the negative index is \(\frac{n^2-n}{2}\) after reducing the quadratic form to its standard form. This correction emphasizes the importance of accurately transforming the quadratic expression to assess inertia indexes correctly.

PREREQUISITES
  • Understanding of quadratic forms and inertia indexes
  • Familiarity with matrix operations in \(M_n(\mathbb{R})\)
  • Knowledge of the trace operator in linear algebra
  • Ability to manipulate and simplify algebraic expressions
NEXT STEPS
  • Study the properties of inertia indexes in quadratic forms
  • Learn about the trace operator and its applications in linear algebra
  • Explore methods for transforming quadratic forms to standard form
  • Investigate the implications of inertia indexes in optimization problems
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Mathematicians, students of linear algebra, and researchers focusing on quadratic forms and their applications in optimization and theoretical physics will benefit from this discussion.

smile1
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Hello everyone

Here is the question

Find positive and negative indexes of inertia for the function $q(x)=TrX^2$ on the space $M_n(R)$

I did some work, first I suppose $X$ as a n by n matrix, then $TrX^2=a_{11}^2 +...+a_{nn}^2+2(a_{ij}a_{ji})$

It seems like that all terms are positive, unless $a_{ji}=-a_{ji}$, hence the positive index will be $3n$ and the negative index is $0$.

Am I right?

Thanks.
 
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smile said:
Hello everyone

Here is the question

Find positive and negative indexes of inertia for the function $q(x)=TrX^2$ on the space $M_n(R)$

I did some work, first I suppose $X$ as a n by n matrix, then $TrX^2=a_{11}^2 +...+a_{nn}^2+2(a_{ij}a_{ji})$

It seems like that all terms are positive, unless $a_{ji}=-a_{ji}$, hence the positive index will be $3n$ and the negative index is $0$.

Am I right?

Thanks.

Hi simile, :)

By definition (read >>this<<) the moment of inertia is the number of positive or negative terms in the standard from of a quadratic form. That is positive moment of inertia stands for the number of positive terms in the standard form and negative moment of inertia stands for the number of negative terms in the standard form.

So you have to first reduce your quadratic form into it's standard from. Notice that,

\begin{eqnarray}

q(x)&=&\mbox{Tr }X^2\\

&=&\sum_{i=1}^{n}\sum_{j=1}^{n}x_{ij}x_{ji}\\

&=&\sum_{i=1}^{n}x_{ii}^2+\sum_{i>j}^{n}\sum_{j=1}^{n}\frac{1}{2}[(x_{ij}+x_{ji})^2-(x_{ij}-x_{ji})^2]\\

\end{eqnarray}

This is in fact the standard form of \(q\). We have written each non-square term \(2x_{ij}x_{ji}\) where \(i\neq j\) as \(\frac{1}{2}[(x_{ij}+x_{ji})^2-(x_{ij}-x_{ji})^2]\). So if you count the number of negative terms you'll get, \(\frac{n^2-n}{2}\) and the number of positive terms is \(\frac{n^2+n}{2}\).

There's another method of doing this which is explained >>here<<.
 

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