A Schur complement application

  • Thread starter Thread starter leenguyen
  • Start date Start date
  • Tags Tags
    Application
Click For Summary
SUMMARY

The discussion centers on the application of the Schur complement in determining the equivalence of two matrix inequalities related to a bounded matrix inequality (BMI). The original BMI is expressed as [A^T P + K^T B^T P + PA + PBK + C_z^T C_z, P B_w; B_w^T P, -γ] < 0. The user seeks to confirm if this is equivalent to a reformulated matrix using the Schur complement, which includes additional terms and conditions. The inquiry highlights the importance of understanding matrix properties and the implications of Schur complements in control theory.

PREREQUISITES
  • Understanding of Schur complements in matrix theory
  • Familiarity with bounded matrix inequalities (BMI)
  • Knowledge of linear algebra, specifically matrix operations
  • Proficiency in LaTeX for mathematical notation
NEXT STEPS
  • Study the properties of Schur complements in detail
  • Explore bounded matrix inequalities (BMI) and their applications
  • Learn about matrix stability criteria in control theory
  • Review advanced linear algebra concepts relevant to matrix inequalities
USEFUL FOR

Researchers, control theorists, and graduate students in mathematics or engineering who are working with matrix inequalities and their applications in stability analysis.

leenguyen
Messages
1
Reaction score
0
Hi all,

I have the following BMI (knowing that P, K and ##\gamma## are unknown with appropriate dimensions; the others are known).
[ {\begin{array}{*{20}{c}}
{{A^T}P + {K^T}{B^T}P + PA + PBK + C_z^T{C_z}}&{P{B_w}} \\
{B_w^TP}&{ - \gamma }
\end{array}} ] < 0

I would like to know if the above inequality are equivalent to the following by using Schur Complement:

[ {\begin{array}{*{20}{c}}
{{A^T}P + {K^T}{B^T}P + PA + PBK}&{C_z^T}&{P{B_w}} \\
{{C_z}}&{ - 1}&0 \\
{B_w^TP}&0&{ - \gamma }
\end{array}} ] < 0

The Attempt at a Solution


[/B]
Thank you very much in advance for your replies.

Kind regards,
Lee
 
Last edited by a moderator:
Physics news on Phys.org
In future posts, please don't delete the homework template. Its use is required.
leenguyen said:
Hi all,

I have the following BMI (knowing that P, K and ##\gamma## are unknown with appropriate dimensions; the others are known).
[ {\begin{array}{*{20}{c}}
{{A^T}P + {K^T}{B^T}P + PA + PBK + C_z^T{C_z}}&{P{B_w}} \\
{B_w^TP}&{ - \gamma }
\end{array}} ] < 0
What does the above mean?
You've written it using LaTeX as an array, but an array is not a number, so can't be negative, positive, or even zero.

Also, what is BMI?
leenguyen said:


I would like to know if the above inequality are equivalent to the following by using Schur Complement:

[ {\begin{array}{*{20}{c}}
{{A^T}P + {K^T}{B^T}P + PA + PBK}&{C_z^T}&{P{B_w}} \\
{{C_z}}&{ - 1}&0 \\
{B_w^TP}&0&{ - \gamma }
\end{array}} ] < 0
Same comment here.
leenguyen said:

The Attempt at a Solution


[/B]
Thank you very much in advance for your replies.

Kind regards,
Lee
 

Similar threads

Replies
6
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 43 ·
2
Replies
43
Views
5K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
12
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
1
Views
2K
  • · Replies 60 ·
3
Replies
60
Views
5K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
10K