Is the Similarity Matrix S of A always the Identity Matrix?

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In summary, If A is a matrix similar to itself, it must be nonzero and not the identity matrix. The matrix S can be either the identity matrix or a non-identity matrix. If A is diagonal, S can be non-identity. If A is not diagonal, S can also be non-identity. However, in any case, S must be diagonal.
  • #1
td21
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for a matrix similar to itself:
[itex]A=SAS^{-1}[/itex]

A is nonzero and not identity.

So is the matrix S must be identity matrix? Can it be non-identity matrix? Thank you.
 
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  • #2
hi td21! :smile:

(you need to use {} if there's more than one character after ^ or _ :wink:)

what if A is diagonal? :wink:
 
  • #3
tiny-tim said:
hi td21! :smile:

(you need to use {} if there's more than one character after ^ or _ :wink:)

what if A is diagonal? :wink:

Thank you very much for answering! Yes, if A is diagonal S can be non-identity!
But what if A is not diagonal? Can S be non-identity?(I believe so, but i cannot give a proof. Is it possible to give a proof?)

Also i believe that in any cases(A being diagonal or not), S has to be diagonal. Is this true?
 
  • #4
Hi td21! :smile:

What if

[tex]A=\left(\begin{array}{cc} a & b\\ 0 & a\\ \end{array}\right)[/tex]

and

[tex]S=\left(\begin{array}{cc} 1 & 2\\ 0 & 1\\ \end{array}\right)[/tex]
 
  • #5


I would say that the matrix S does not necessarily have to be the identity matrix. It can be any non-singular matrix that satisfies the equation A=SAS^{-1}. This means that there are infinitely many possible matrices S that can make A similar to itself. However, if A is nonzero and not the identity matrix, it is likely that S will also be a non-identity matrix. It is important to note that the concept of similarity in matrices is not unique, and there can be multiple matrices that are similar to a given matrix A.
 

FAQ: Is the Similarity Matrix S of A always the Identity Matrix?

What is a basic similarity question?

A basic similarity question is a type of question that asks for similarities between two or more objects, concepts, or ideas. The answer to this type of question can often be found by identifying common characteristics or features shared by the objects or concepts being compared.

How do I approach solving a basic similarity question?

When solving a basic similarity question, it is important to carefully read the question and make note of the objects or concepts being compared. Then, identify the common characteristics or features shared by these objects or concepts. Finally, use these similarities to form a clear and concise answer to the question.

Can a basic similarity question have multiple correct answers?

Yes, a basic similarity question can have multiple correct answers. This is because there may be multiple similarities between the objects or concepts being compared. It is important to carefully consider all possible similarities before determining the most appropriate answer.

Are there any strategies for answering basic similarity questions?

Some strategies for answering basic similarity questions include creating a Venn diagram to visually represent the similarities between objects or concepts, using keywords in the question to guide your answer, and eliminating incorrect choices by identifying differences between the objects or concepts being compared.

How can basic similarity questions be helpful in scientific research?

Basic similarity questions can be helpful in scientific research by allowing scientists to compare and contrast different aspects of their research, such as experimental methods, data, and results. This can help to identify patterns and relationships between different variables, leading to a better understanding of the research topic.

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