Determinant of Vector

Determinant of Vector
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Is posible obtain the determinant of any vector?.How I will be able to obtain the determinant of any vector $v=[v_1,v_2,\cdots,v_n]\in \mathbb{R}^n$?

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3 Answers

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If you identify a vector $v \in \mathbb{R}^n$ with the linear mapping $$ F_v \,:\, \mathbb{R}^n \to \mathbb{R}^n \,:\, x \to (v^T\cdot x, 0, \ldots 0)^T \text{,} $$ i.e. if you identify the vector $v=(v_1,\ldots,v_n)$ with the matrix $$ F_v = \begin{pmatrix}v_1 &\ldots &v_n\\ 0&\ldots&0\\\vdots&\ddots&\vdots\\0&\ldots&0\end{pmatrix} \text{,} $$ you can say that $$ \det v = \det F_v = \begin{cases} v_1 &\text{if $n=1$} \\ 0 &\text{otherwise.} \end{cases} $$ Though whether that's particularly helpful is a different question..

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Determinants are defined for square matrices, only. If you are trying to use the determinant of a vector (and $n\neq1$) then you are somehow on a very wrong track.

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Well, the determinant is defined not as a function of a vector, but rather as a multilinear function of $n$ vectors in $n$-space, in other words $\det : \prod_{i=1}^n \mathbb{R}^n\to\mathbb{R}$ and is multilinear. In this setup it doesn't make much sense talking about $\det(v)$ for some $v\in \mathbb{R}^n$, because $\det$ was built to receive as it's input $n$ vectors instead of just one.

If you insist in defining the determinant of a vector however, one possibility would be to talk about the new function obtained defining $f_v: \prod_{i=1}^{n-1} \mathbb{R}^n \to \mathbb{R}$ by setting:

$$f_v(w_1, \dots, w_{n-1})=\det(v, w_1\dots, w_{n-1})$$

So that we would me mapping $v \mapsto \det(v, \cdot, \dots, \cdot)$, that's probably a common approach when we deal with tensors in general: if we understand tensors as multilinear maps, then if we give just one argument to the tensor it gives us back a multilinear map that can receive one less input, because one of the inputs was fixed, in that framework $\det$ is a tensor and giving just one vector to it gives back a new function of $n-1$ vectors.

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David Miller
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David Miller

David Miller brings 15 years of experience in global economics, personal finance strategy, and market dynamics. He specializes in turning complex economic trends into actionable insights for everyday readers.