Thinking about matrices/polynomials

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This discussion focuses on the conceptualization of 2x2 matrices as vectors in a four-dimensional space. The user successfully transformed each 2x2 matrix into a 4x1 vector, where each entry corresponds to a specific element of the matrix. The conversation emphasizes that treating matrices as vectors is valid within the context of vector spaces, particularly when avoiding matrix products. Additionally, the discussion clarifies that using coordinates defined by an ordered basis is an acceptable approach, although it may not always be the most efficient method.

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  • Understanding of vector spaces and their properties
  • Familiarity with matrix representation and operations
  • Knowledge of ordered basis and coordinate systems
  • Basic concepts of polynomial representation as vectors
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Students and educators in mathematics, particularly those studying linear algebra, vector spaces, and matrix theory. This discussion is also beneficial for anyone looking to deepen their understanding of the relationship between matrices and vectors.

eep
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Hi,
A homework problem I ran across awhile ago asked me to determine if a set of of 2x2 Matrices were a basis for the set of aa 2x2 matrices.

Am I going to run into any pitfalls by thinking about such 2x2 matrices as vectors of 4 components? Basically what I did was turn each 2x2 matrix into a 4x1 vector. Each row represented an entry in matrix A (row 1 was A11, row 2 was A12, row 3 was A21, row 4 was A22).

Basically, I have no problems in dealing with vectors but when I run across problems where I'm given either polynomials or matrices with columns I'm unsure as to how I can approach them. For polynomials I figure I can just treat each power of x as a separate component of a vector. Any insight would be appreciate and sorry if this post is jibberish, I'm a little tired. Thanks!
 
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As long as you are dealing with matrices as a vector space you are not using matrix product so, yes, you can just think of 2x2 matrices as a 4 dimensional vector.
 
Am I going to run into any pitfalls by thinking about such 2x2 matrices as vectors of 4 components? Basically what I did was turn each 2x2 matrix into a 4x1 vector. Each row represented an entry in matrix A (row 1 was A11, row 2 was A12, row 3 was A21, row 4 was A22).
It sounds like you're just using the coordinates defined by the ordered basis:

[tex] \left(<br /> \left[\begin{array}{ll}1 & 0 \\ 0 & 0 \end{array}\right]<br /> ,<br /> \left[\begin{array}{ll}0 & 1 \\ 0 & 0 \end{array}\right]<br /> ,<br /> \left[\begin{array}{ll}0 & 0 \\ 1 & 0 \end{array}\right]<br /> ,<br /> \left[\begin{array}{ll}0 & 0 \\ 0 & 1 \end{array}\right]<br /> \right)[/tex]

and using coordinates is fine, though not always the most efficient method of working with vectors.


(Yes, [tex]\left[\begin{array}{ll}1 & 0 \\ 0 & 0 \end{array}\right][/tex] is a vector, and so is [itex]x^3 - 4x + 17[/itex]. You sound like you might be confusing yourself by using "vector" as a synonym for "n-tuple")
 
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