Help with part of my Linear Algebras project - affine sets and mappings

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SUMMARY

The discussion centers on proving properties of affine mappings in linear algebra, specifically the characterization of affine functions as f(x) = Tx + b, where T is a linear transformation and b is a vector in W. It is established that T and b are uniquely determined by the affine function f. Additionally, it is proven that the image of an affine subset under an affine mapping remains affine, and the composition of two affine maps is also affine. The conversation emphasizes the importance of understanding the informal meaning of affine maps alongside rigorous proofs.

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  • Understanding of real vector spaces
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  • Knowledge of affine sets and mappings
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Undergraduate students in mathematics, particularly those studying linear algebra, as well as educators and tutors seeking to clarify concepts related to affine mappings and their properties.

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Homework Statement


I'm a 2nd year undergraduate student, so I suppose many users here won't find this too difficult, but I've had some issues with the following questions and, of course, any help would be very much appreciated:

(i) Prove f: V→W is affine (where V and W are real vector space) iff it is of the form f(x) = Tx + b, where T: V→ W is linear and b∈W. Prove T and b are uniquely determined by f.

(ii) Prove the image of an affine subset under an affine mapping is affine. Prove the composition of two affine maps is affine.

Homework Equations


The Attempt at a Solution



(i) If f: V→W is an affine mapping, we must have f(λx + (1-λ)y) = λf(x) + (1-λ)f(y) for all x and y in V, and λ in ℝ.
This is what immediately came to mind, but I can't see a connection between this and the question...

(ii) I'm sorry, but I've gone over this again and again and don't know where to start.Regards,
Pete
 
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Try substituting the condition on 3i) into f(x) in 1i), and see if it is satisfied. I think it may help you over the

long run if you have a good feel for the meaning of an Affine map. Not that you should

drop rigor at all, but it helps if you understand what is going on at an informal level.

Basically, to start, an affine map is a translation/shift of a linear map.
 
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