Is the Function f Non-Singular and Positive?

  • Context: MHB 
  • Thread starter Thread starter Sudharaka
  • Start date Start date
  • Tags Tags
    Function Positive
Click For Summary
SUMMARY

The function \(f:\, M_{n}(\mathbb{C})\times M_{n}(\mathbb{C})\rightarrow \mathbb{C}\) defined by \(f(X,\,Y)=\mbox{Tr }(X^{t}\overline{Y})\) is confirmed to be non-singular. In this context, "positive" refers to positive definiteness, specifically that \(f(X,\,X)>0\) for any non-zero \(X\) in \(M_{n}\). This classification aligns with the properties of sesquilinear (or Hermitian) bilinear functions.

PREREQUISITES
  • Understanding of sesquilinear forms
  • Familiarity with Hermitian matrices
  • Knowledge of matrix trace operations
  • Basic concepts of complex vector spaces
NEXT STEPS
  • Study the properties of Hermitian bilinear forms
  • Explore the implications of positive definiteness in complex matrices
  • Learn about the trace function and its applications in linear algebra
  • Investigate non-singularity in the context of matrix functions
USEFUL FOR

Mathematicians, students of linear algebra, and researchers in complex analysis will benefit from this discussion, particularly those focusing on matrix theory and bilinear forms.

Sudharaka
Gold Member
MHB
Messages
1,558
Reaction score
1
Hi everyone, :)

I just want to know what "positive" means in this context? Is it positive definiteness or something? I mean, we cannot speak about the positivity or the negativity of the function \(f\) since it gives out complex values.

Problem:

Prove that the function \(f:\, M_{n}(\mathbb{C})\times M_{n}(\mathbb{C})\rightarrow \mathbb{C}\) given by \(f(X,\,Y)=\mbox{Tr }(X^{t}\overline{Y})\) is non-singular. Is \(f\) positive?
 
Physics news on Phys.org
Sudharaka said:
Hi everyone, :)

I just want to know what "positive" means in this context? Is it positive definiteness or something? I mean, we cannot speak about the positivity or the negativity of the function \(f\) since it gives out complex values.

Problem:

Prove that the function \(f:\, M_{n}(\mathbb{C})\times M_{n}(\mathbb{C})\rightarrow \mathbb{C}\) given by \(f(X,\,Y)=\mbox{Tr }(X^{t}\overline{Y})\) is non-singular. Is \(f\) positive?

Hi again, :)

I found the answer. This kind of sesquilinear (or Hermitian) bilinear function is called positive when \(f(X,\,X)>0\) for any \(X (\neq 0)\in M_{n}\) which makes sense. :)
 

Similar threads

  • · Replies 5 ·
Replies
5
Views
2K
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 0 ·
Replies
0
Views
531
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 15 ·
Replies
15
Views
5K