Linear Transformation S: Matrix A, Injective/Surjective

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SUMMARY

The linear transformation S: R3 --> R4 is defined by S(x) = b1a1^T x + b2a2^T x + b3a3^T x, where vectors a1, a2, a3 are in R3 and b1, b2, b3 are in R4. The standard matrix A for this transformation can be derived by evaluating the effect of S on the identity matrix. The discussion emphasizes the need to determine whether the transformation is injective or surjective based on the properties of the matrix A.

PREREQUISITES
  • Understanding of linear transformations and their properties
  • Familiarity with matrix multiplication and transposition
  • Knowledge of injective and surjective functions in linear algebra
  • Ability to manipulate and evaluate matrices
NEXT STEPS
  • Calculate the standard matrix A for the linear transformation S using the given vectors
  • Explore the concepts of injectivity and surjectivity in the context of linear transformations
  • Learn about the rank-nullity theorem and its implications for linear transformations
  • Study examples of linear transformations in R3 and R4 to solidify understanding
USEFUL FOR

Students studying linear algebra, educators teaching matrix theory, and anyone interested in understanding linear transformations and their properties.

orange12
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Let the vectors a1,a2,a3 €R3 and b1,b2,b3 € R4 be given by

a1 a2 a3
1 -2 3
2 2 1
1 1 2

b1 b2 b3
1 1 -1
2 -3 2
1 4 3
3 -2 1

The linear transformation S : R3 --> R4 is defined by

S(x)= b1a1Tx+b2a2Tx+b3a3Tx x€R3

1. Find the standard matrix A for the linear transformation S og decide if the linear transformation S er injective or surjective.
 
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I smell homework. Tell us what you've tried.
 
What is "b1a1T" and the others? That should be easy to find.
 
HallsofIvy said:
What is "b1a1T" and the others? That should be easy to find.

I have tried to put the a1,a2 etc and b1,b2 etc into the formula for S(x).

First i put out x so it became

S(x)=(b1a1T+b2a2T+b3a3T)x, and then i get a Matrix, but i am not sure that it is the standard matrix. I read in my book that u have to see what it does to the Idendity colums, but can't figure out how to do that. I have tried out some things, but it would help a lot if you could show me which way is the right way to do it.
 
I am studying the mathematical formalism behind non-commutative geometry approach to quantum gravity. I was reading about Hopf algebras and their Drinfeld twist with a specific example of the Moyal-Weyl twist defined as F=exp(-iλ/2θ^(μν)∂_μ⊗∂_ν) where λ is a constant parametar and θ antisymmetric constant tensor. {∂_μ} is the basis of the tangent vector space over the underlying spacetime Now, from my understanding the enveloping algebra which appears in the definition of the Hopf algebra...

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