Linear Algebra – Exercise 8, Section 3.1 of Hoffman’s Book

linear algebralinear-transformationsproof-writingsolution-verificationvector-spaces

Describe explicitly a linear transformation from $\Bbb{R}^3$ into $\Bbb{R}^3$ which has as its range the subspace spanned by $(1,0,-1)$ and $(1,2,2)$.

We can prove a stronger result:

Let $V$ be a finite-dimensional vector space over field $F$ with $\mathrm{dim}(V)=n\in \Bbb{N}$ and Let $W$ be a vector space over field $F$. If $(\beta_1,…,\beta_n)$ is sequence in $W$, then $\exists T :V\to W$ such that $T$ is linear map and $\mathrm{span}(\beta_1,…,\beta_n)=R_T$.

My attempt: Since $V$ is finite-dimensional vector space with $\mathrm{dim}(V)=n\in \Bbb{N}$, we have $\exists \{\alpha_1,…,\alpha_n\}\subseteq V$ basis of $V$. By theorem 1 section 3.1, $\exists !$ $T\in L(V,W)$ such that $T(\alpha_j)=\beta_j$, $\forall j\in J_n$. Claim: $\mathrm{span}(\beta_1,…,\beta_n)=R_T$. Proof: Let $y\in R_T$. Then $\exists x\in V$ such that $T(x)=y$. Since $\mathrm{span}(\{\alpha_1,…,\alpha_n\})=V$, we have $x=\sum_{i\in J_n}a_i\cdot_V \alpha_i$. So $T(x)=T(\sum_{i\in J_n}a_i\cdot_V \alpha_i)$. Since $T$ is a linear map, we have $T(\sum_{i\in J_n}a_i\cdot_V \alpha_i)$ $=\sum_{i\in J_n}a_i\cdot_W T(\alpha_i)$ $=\sum_{i\in J_n}a_i\cdot_W \beta_i$. Thus $T(x)=y\in \mathrm{span}(\beta_1,…,\beta_n)$. Hence $\mathrm{span}(\beta_1,…,\beta_n)=R_T$. Is my proof correct? Proof is basically corollary of theorem 1 section 3.1.

Best Answer

Your proof is incomplete, since you have not shown that every element in the span of $\{\beta_1, ..., \beta_n\}$ is also contained in $R_T$.

To elaborate:
By showing that for any arbitrary $y ∈ R_T$ it is also true that $y∈ $ span$~(\beta_1, ..., 𝜷_n)$,
you have shown that $R_T ⊆ $ span$~(\beta_1, ..., \beta_n)$.

To prove equality, we need to show the reverse inclusion as well: Given an element $z∈ $ span$(\beta_1, ..., \beta_n)$ we need to show that it is an element of $R_T$.

Related Question