Modules with multiple operators

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SUMMARY

The discussion focuses on defining a scalar multiplication for a module over the ring of 2x2 matrices, specifically in the context of three-dimensional vectors whose elements are 2x2 matrices. The participants confirm that this structure is indeed a vector space, or an ℝ-module, where represents the field of real numbers. The operations discussed include matrix multiplication and addition, as well as the scalar multiplication of matrices by real numbers, demonstrating the properties of a module.

PREREQUISITES
  • Understanding of 2x2 matrix operations
  • Familiarity with vector spaces and modules
  • Knowledge of scalar multiplication in linear algebra
  • Basic concepts of rings in abstract algebra
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  • Study the properties of vector spaces over fields, specifically -modules
  • Explore the structure of matrix rings and their applications in linear transformations
  • Learn about the relationship between modules and vector spaces in abstract algebra
  • Investigate scalar multiplication and its implications in higher-dimensional vector spaces
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Mathematicians, students of linear algebra, and anyone interested in abstract algebra and the properties of modules and vector spaces.

cjellison
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Consider the set of 2x2 matrices which form a ring under matrix multiplication and matrix addition.

[itex]\mathbb{R}^3[/itex] is module defined over this ring.

So, we have three dimensional vectors whose elements are 2x2 matrices.

My question: Can I also define another "scalar multiplication" that is over the field of real numbers (well, I know you can)...what is such a structure called? For example, I want it to do the following:

[tex] 3<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> = <br /> \begin{pmatrix}<br /> 3<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> 3\begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> 3\begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> 3\begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> =<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> 3a & 3b\\<br /> 3c & 3d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 3 & 3\\<br /> 3 & 3<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 3 & 6\\<br /> 12 & 9<br /> \end{pmatrix}<br /> \end{pmatrix}[/tex]

in addition to:

[tex] \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> = <br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> =\begin{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}[/tex]
 
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cjellison said:
Consider the set of 2x2 matrices which form a ring under matrix multiplication and matrix addition.

[itex]\mathbb{R}^3[/itex] is module defined over this ring.
Not automatically, so you have to define the module operation. How does a ##2\times 2 ## matrix operate on a three dimensional vector?
So, we have three dimensional vectors whose elements are 2x2 matrices.
This is another scenario, namely the vector space ##\left( \mathbb{M}(2,\mathbb{R}) \right)^3##.
My question: Can I also define another "scalar multiplication" that is over the field of real numbers (well, I know you can)...what is such a structure called? For example, I want it to do the following:

[tex] 3<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> =<br /> \begin{pmatrix}<br /> 3<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> 3\begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> 3\begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> 3\begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> =<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> 3a & 3b\\<br /> 3c & 3d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 3 & 3\\<br /> 3 & 3<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 3 & 6\\<br /> 12 & 9<br /> \end{pmatrix}<br /> \end{pmatrix}[/tex]

in addition to:

[tex] \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> =<br /> \begin{pmatrix}<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 0\\<br /> 0 & 1<br /> \end{pmatrix}<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}<br /> =\begin{pmatrix}<br /> \begin{pmatrix}<br /> a & b\\<br /> c & d<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 1\\<br /> 1 & 1<br /> \end{pmatrix}\\<br /> \begin{pmatrix}<br /> 0 & 0\\<br /> 0 & 0<br /> \end{pmatrix}<br /> &<br /> \begin{pmatrix}<br /> 1 & 2\\<br /> 4 & 3<br /> \end{pmatrix}<br /> \end{pmatrix}[/tex]
No problem, it is a vector space, i.e. an ##\mathbb{R}-##module.
 

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