Is Any Square Matrix a Linear Operator?

In summary, to verify that any square matrix is a linear operator when considered as a linear transformation, you must show that it preserves sums and scalar multiples. This can be done by showing that if a square matrix A is in ℂ^{n,n} and is a linear operator on the vector space C^{n}, then it is of the correct dimension to be a linear transform from C->C and it satisfies the properties of linearity, such as preserving sums and scalar multiples.
  • #1
jinksys
123
0

Homework Statement



Verify that any square matrix is a linear operator when considered as a linear transformation.

Homework Equations





The Attempt at a Solution



If a square matrix A[itex]\in[/itex]ℂ[itex]^{n,n}[/itex] is a linear operator on the vector space C[itex]^{n}[/itex], where n ≥ 1, then the square matrix A is of the correct dimension to be a linear transform from C->C.
 
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  • #2


Except for the rather trivial statement about dimension, I see no attempt at this problem- the question is to show that it is linear.
 
  • #3


Could I get a push in the right direction?
 
  • #4


show it preserves sums and scalar multiples...
 

Related to Is Any Square Matrix a Linear Operator?

What is a square matrix?

A square matrix is a matrix with an equal number of rows and columns. It is represented by a capital letter and its dimensions are denoted by the number of rows/columns, such as a 3x3 or 4x4 matrix.

What is a linear operator?

A linear operator is a mathematical function that maps one vector space to another while preserving the operations of addition and scalar multiplication. It can be represented by a matrix and is often used to describe transformations in linear algebra.

What is a linear map?

A linear map is a mathematical function that preserves vector addition and scalar multiplication. It can be represented by a matrix and is often used to describe transformations in linear algebra.

How is a square matrix considered as a linear operator?

A square matrix can be considered as a linear operator when it is used to map a vector from one vector space to another. The matrix is applied to the vector, resulting in a new vector that has been transformed according to the matrix's operations.

Why is it important to verify that any square matrix is a linear operator when considered as a linear map?

It is important to verify that a square matrix is a linear operator when considered as a linear map because it ensures that the matrix follows the rules of linear algebra and can be used to accurately describe transformations between vector spaces. It also allows for the use of various mathematical tools and techniques to solve problems involving the matrix.

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