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commit 2365f9ca67df8ac20649e57ba3996b0fd1c0dbe9
parent 980d6e91093338568009083b901d95698dbd3184
Author: Andrew <andrewlaack1@gmail.com>
Date:   Mon,  5 Aug 2024 09:50:56 -0500

Took lin-alg notes

Diffstat:
MBijective.md | 2+-
MInjective.md | 2+-
AInverseTransformation.md | 24++++++++++++++++++++++++
MLinearAlgebra.md | 5++++-
MSurjective.md | 2+-
5 files changed, 31 insertions(+), 4 deletions(-)

diff --git a/Bijective.md b/Bijective.md @@ -1,4 +1,4 @@ -:calc: +:calc: :lin-alg: # Bijective L2 diff --git a/Injective.md b/Injective.md @@ -1,4 +1,4 @@ -:calc: +:calc: :lin-alg: # Injective L2 diff --git a/InverseTransformation.md b/InverseTransformation.md @@ -0,0 +1,24 @@ +:lin-alg: +# Inverse Transformation (and matricies) + +Khan U2 + +## Notes + +**Definition:** The inverse of a transformation is the transformation that undoes the original transformation for the entire domain codomain of the original transformation. + +This transformation must be [[Bijective.md]] otherwise there will be issues with mappings either there are outputs without inputs or there are outputs with multiple inputs. + +A transformation is invertible if and only if there exists an f^-1 such that f^-1 composed with f is I (identity function). + +(in the world of L.T.'s) Assume the standard matrix of f is A and the standard matrix of f^-1 is B. We then know: + +AB = I + +## Unique? + +Inverse functions are unique (there is only one). + +Let's assume they are not. We then find A(x) = B(x) for all x in R^n. This means A and B are the same function, but they are not. This is a contradiction. + +## Calculation diff --git a/LinearAlgebra.md b/LinearAlgebra.md @@ -55,4 +55,7 @@ Khan Unit 2: - [[UnitVector.md]] - [[Projection.md]] - [[MatrixMultiplication.md]] - + - [[InverseTransformation.md]] + - [[Surjective.md]] + - [[Injective.md]] + - [[Bijective.md]] diff --git a/Surjective.md b/Surjective.md @@ -1,4 +1,4 @@ -:calc: +:calc: :lin-alg: # Surjective L2