Movement of a vector when multiplied by a matrix

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  • Thread starter Thread starter Ali Asadullah
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    Matrix Movement Vector
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Discussion Overview

The discussion centers on the effects of multiplying vectors by matrices, exploring how different vectors respond to such operations. It includes theoretical considerations and examples related to matrix-vector multiplication, particularly focusing on eigenvectors and specific matrix configurations.

Discussion Character

  • Exploratory, Technical explanation, Conceptual clarification

Main Points Raised

  • One participant inquires about the general effects on vectors when multiplied by a specific matrix, asking for directional changes and implications for matrices of order n by n.
  • Another participant notes that the effect on a vector depends on whether it is an eigenvector, stating that the resulting vector will be in the same or opposite direction, scaled by the corresponding eigenvalue.
  • A participant poses a question regarding the outcome of multiplying all points in a plane by a particular matrix, suggesting a need for examples to illustrate the results.
  • A repeated inquiry about the same matrix is made, emphasizing the desire for worked-out examples to clarify the effects of multiplication on vectors.

Areas of Agreement / Disagreement

Participants express varying perspectives on the effects of matrix multiplication on vectors, particularly regarding eigenvectors and the outcomes of specific matrix configurations. The discussion remains unresolved with multiple viewpoints presented.

Contextual Notes

Some assumptions about the nature of the vectors and matrices involved are not explicitly stated. The discussion does not resolve the specific outcomes of the matrix multiplications proposed.

Who May Find This Useful

Readers interested in linear algebra, particularly those exploring matrix operations and their effects on vectors, may find this discussion relevant.

Ali Asadullah
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What is the effect on a vector when it is multiplied by a matrix?
Let any matrix
2 3
3 5
What will be the effect on vectors when they are multiplied with this matrix?
In which direction will they move?
What will be the effect of multiplying vectors with any matrix of order n by n?
 
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Different vectors are affected differently when multiplied by a given matrix. If the vector being multiplied by the matrix happens to be an eigenvector, the result vector is a vector in the same (or opposite) direction, scaled by the value of the eigenvalue associated with this eigenvector.
 
Let a matrix
1 1
1 1
If we multiply all the points/vectors in a plane with this matrix, what will be the resultant?
 
Ali Asadullah said:
Let a matrix
1 1
1 1
If we multiply all the points/vectors in a plane with this matrix, what will be the resultant?

What happens if you try some examples? Can you show us a few examples that you have worked out?
 

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