Are Elements Formed by Linear Transformations Linearly Independent?

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SUMMARY

The discussion centers on the linear independence of elements formed by linear transformations in a vector space V, specifically under the transformation T: V → V. In part (a), it is established that if w ∈ V satisfies T^k(w) ≠ 0 and T^(k+1)(w) = 0, then the set {w, T(w), ..., T^k(w)} is linearly independent. In part (b), given that T^n(v) is not in the subspace W spanned by {w, T(w), ..., T^k(w)} and T^(n+1)(v) is in W, it is concluded that the extended set {w, T(w), ..., T^k(w), v, T(v), ..., T^n(v)} is also linearly independent.

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Let V be a vector space and let T: V [tex]\rightarrow[/tex] V be a linear transformation. Suppose that n and k are positive integers.

(a) If w [tex]\in[/tex] V such that T[tex]^{k}[/tex](w)[tex]\neq[/tex]0 and T[tex]^{k+1}[/tex](w)=0, must {w, T(w),...,T[tex]^{k}[/tex](w)} be linearly independent?

(b) Assuming that w [tex]\in[/tex] V such that T[tex]^{k}[/tex](w)[tex]\neq[/tex]0 and T[tex]^{k+1}[/tex](w)=0. Let W be the subspace of V spanned by {w, T(w),...,T[tex]^{k}[/tex](w)}. If v is a member of V such that T[tex]^{n}[/tex](v)[tex]\notin[/tex]W and T[tex]^{n+1}[/tex](v)[tex]\in[/tex]W, must {w, T(w),...,T[tex]^{k}[/tex](w),v,T(v),...,T[tex]^{n}[/tex](v)} be linearly independent? Explain.

 
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(a) What is the definition of linear independence?
 

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