In algebraic geometry, I keep seeing the notation $\mathbb{P}V$ when $V$ is given as a vectorspace. My best guess is that $\mathbb{P}V$ is to mean the projective closure of $V$. But it would be nice to know if this notation is standard, and if so, what the precise definition is so there is no confusion on my part.
What does the notation $\mathbb{P}V$ mean for a vectorspace $V$?
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On
The symbol $\mathbb{P}V$ stands for the projectivisation of the vector space $V$. The one-dimensional linear subspaces of $V$ are the elements of $\mathbb{P}V$.
If $V$ is a vector space over the field $\mathbb{K}$, then the projectivisation $\mathbb{P}V$ of $V$ is the quotient space $(V \setminus \{0\}) /\sim$ where, given $u,v \in V \setminus \{0\}$ we have $u \sim v$ if and only if there exists a non-zero $\lambda \in \mathbb{K}$ for which $u = \lambda v$.
For a fixed $v \in V \setminus \{0\}$, the set of all $u \in V \setminus \{0\}$ with $u \sim v$ are of the form $\lambda v$. This set of vectors can be identified with the span of $v$.
On
In algebraic geometry, the projective space $\mathbb P(V)$ associated to a vector space $V$ is $\mathrm{Proj}(\mathrm{Sym}(V))$, see EGA, II.4.1.1. In particular, the $k$-rational points of $\mathbb P(V)$ are the linear forms modulo $k^*$: $$ \mathbb P(V)(k) = (V^{\vee} \setminus \{ 0\})/k^*.$$ In other words, they are hyperplanes of $V$. A good reason is that if you want to generalize to projective scheme associated to a coherent sheaf $\mathscr E$ over a scheme $S$, you take $\mathrm{Proj}(\mathscr Sym(\mathscr E))$. If you take $ \mathrm{Proj}(\mathscr Sym(\mathscr E)^{\vee})$ instead, you lose much information from $\mathscr E$ because, for instance, taking the dual kills the torsions of $\mathscr E$.
Edit Another reason over a field. Consider the projective space $\mathrm{Proj}(k[t_0, \dots, t_n])$. It is natural to consider it as $\mathbb P(V)$ where $V=kt_0+\cdots+kt_n$. Now if you have surjective homomorphism $$ \phi: k[t_0, \dots, t_n] \to k[s_0, \dots, s_m]$$ of homogeneous $k$-algebras, you have a surjective linear map $$ \phi_1: V \to E=ks_0+\cdots +ks_m.$$ We know that $\phi$ induces a morphism $$ \mathbb P(E) = \mathrm{Proj}k[s_0, \dots, s_m]\to \mathbb P(V).$$ On the level of rational points, with EGA's definition, it corresponds to $$ E^{\vee} \setminus \{ 0\} /k^* \to V^{\vee} \setminus \{ 0\} /k^* $$ which is correct (given by the injective $\phi_1^*$). But if use the defintion of lines, you need a linear map $V\setminus \{ 0\}\to E\setminus \{ 0\}$ and this is impossible if $\phi_1$ is not injective.
Of course, over a field, people usually do not notice the difference between $V$ and its dual, and this is harmless in general if you only work over fields.
I would expect this to mean the projective space defined by $V$: the space nonzero vectors modulo the relation $r\vec{v} \sim \vec{v}$ whenever $r \neq 0$.
So, for example, $\mathbb{P} \mathbb{R}^3$ is the usual real projective plane.