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I have found that the question I want to ask someone had asked, here is the website:

$\hom(V,W)$ is canonic isomorph to $\hom(W^*, V^*)$

Here is my question: Why $\dim(\hom(V,W))=\dim V * \dim W $?


Thanks for explanation~!

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  • $\begingroup$ There is another website also mentioned the truth I want to know:math.stackexchange.com/questions/635039/… $\endgroup$ – 扁頭科學麵Kevin Lee Apr 22 '14 at 13:26
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    $\begingroup$ Is your question about vector spaces $V, W$ of finite dimension? $\endgroup$ – Christoph Apr 22 '14 at 13:28
  • $\begingroup$ Do you believe the claim when $V = \mathbb{R}^n$ and $W = \mathbb{R}^m$? In this case, $\mathrm{hom}(V,W)$ is just a space of matrices (and has the dimension that you're looking for). The general (finite-dimensional) case follows by fixing bases. $\endgroup$ – fuglede Apr 22 '14 at 13:30
  • $\begingroup$ To Christoph: Yes, they are finite dimension. $\endgroup$ – 扁頭科學麵Kevin Lee Apr 22 '14 at 13:33
  • $\begingroup$ To fuglede: Thanks for your hint, considering R^n and R^m is a way to think. $\endgroup$ – 扁頭科學麵Kevin Lee Apr 22 '14 at 13:35
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Let $V, W$ be finite-dimensional vector spaces over a field $K$ with $\dim V=n$, $\dim W=m$. By picking bases in $V$ and $W$ we obtain $K$ vector space isomorphisms $V\cong K^n$ and $W\cong K^m$. This reduces your question to $$ \dim(\hom(K^n, K^m)) = n\cdot m. $$

Now every homomorphism $\varphi:K^n\to K^m$ is uniquely determined by the projections of the images of basis vectors, i.e. $\pi_j(\varphi(e_i))$ where $e_i$ is the $i$-th standard basis vector of $K^n$ and $\pi_j : K^m\to K$ is projection onto the $j$-th coordinate. In fact, if we define the homormorphisms $$ \delta_{ij} : K^n \to K^m,\ e_k \mapsto \begin{cases} 0 & k \neq i, \\ e_j & k = i, \end{cases} $$ we found a basis of $\hom(K^n, K^m)$, where every $\varphi:K^n \to K^m$ is expressed as $$ \varphi = \sum_{i=1}^n \sum_{j=1}^m \pi_j(\varphi(e_i))\,\delta_{ij}. $$ This is just the usual representation of $\varphi$ as an $n\times m$-matrix with entries in $K$, where the entries are the $\pi_j(\varphi(e_i))$.

Thus, we found a basis of $\hom(K^n, K^m)$ with $n\cdot m$ elements, so $\dim(\hom(K^n, K^m)) = n\cdot m$.

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