Inverse of a linear transformation

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SUMMARY

The inverse of the linear transformation T represented by the matrix \(\begin{pmatrix} a & b \\ c & d \end{pmatrix}\) can be derived by recognizing that the transformation maps a 2x2 matrix into another 2x2 matrix, necessitating the use of a 4x4 transformation matrix. The transformation results in four equations: \(p = a + 2c\), \(q = b + 2d\), \(r = 3c - a\), and \(s = 3d - b\). To find the inverse, one must solve these equations for \(a\), \(b\), \(c\), and \(d\) in terms of \(p\), \(q\), \(r\), and \(s\).

PREREQUISITES
  • Understanding of linear transformations
  • Familiarity with matrix representation
  • Knowledge of solving systems of equations
  • Basic proficiency in manipulating 4x4 matrices
NEXT STEPS
  • Study the properties of linear transformations in depth
  • Learn how to derive inverses of 4x4 matrices
  • Explore the application of row reduction techniques for matrix equations
  • Investigate the relationship between 2x2 and 4x4 matrix transformations
USEFUL FOR

Mathematicians, students of linear algebra, and anyone involved in advanced matrix operations will benefit from this discussion.

stunner5000pt
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find the inverse of [tex]T \left[ \begin{array}{cc} a&b \\ c&d \end{array} \right] = \left[ \begin{array}{cc} a+2c&b+2d \\ 3c-a&3d-b \end{array} \right][/tex]

do i row reduce the transformation matrix... it doesn work , though
is there an easier way??
 
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You have to recognize that writing a b c d as a matrix like that is similar to writing a b c d as a column vector. The _real_ matrix of the transformation is 4x4.
 
As Orthodontists pointed out (remarkable how good at math a dentist is!) since this maps a 2 by 2 matrix into a 2 by 2 matrix, the actual "transformation matrix" is 4 by 4. If you don't want to write all of that out, try a more basic approach. Using p,q,r,s as the components of the result of the transformation, you have four equations:
p= a+ 2c, q= b+ 2d, r= 3c- a, s= 3d- b, four equation in the four "unknowns" a, b, c, d. Solve for a, b, c, d in terms of p,q,r,s. that will give the equations for the inverse transformation.
 

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