$\mathbb{C}^3$: Orthogonal Complement

1k Views Asked by At

Let $S=\{(1,0,i),(1,2,1)\}$ in $\mathbb{C}^3$. What is the method used to find a basis for $S^{\perp}$?


EDIT$^1$:

I think this bit of literature from Gockenbach's Finite-Dimensional Linear Algebra will be of use here:

enter image description here


EDIT$^2$:

Alright, so I'm reading here in Cohn, not that that matters, and it is stated in more or less the same way that Gockenbach put it that "[g]iven any subset $X$ of $V$, we again define $$X^{\perp}=\{y\in V ~| ~\langle x,y \rangle = 0~\text{for all}~ x\in X\}."$$

So this would then mean that I'm trying to find $$S^{\perp}=\{y\in \mathbb{C}^3 ~|~ \langle x,y \rangle = 0~\text{for all}~x\in S\}.$$ I suspect that the vector $y$ is of the form $$ \pmatrix{a_1+ib_1\\a_2+ib_2\\a_3+ib_3},$$ and so this would mean that I'm looking to solve the system $$\langle \pmatrix{1\\0\\i} , \pmatrix{a_1+ib_1\\a_2+ib_2\\a_3+ib_3} \rangle=0$$ $$\langle \pmatrix{1\\2\\1} , \pmatrix{a_1+ib_1\\a_2+ib_2\\a_3+ib_3} \rangle=0,$$ right?


EDIT$^3$:

No, that can't be right. Wait, maybe it is because I know that if $S$ is a subspace of $\mathbb{C}^3$, then $\dim(\mathbb{C}^3)=\dim(S)+\dim(S^{\perp})$. Hence, $\dim(S^{\perp})=\dim(\mathbb{C}^3)-\dim(S)=3-2=1$, right? I think what makes this worse is that the underlying field is $\mathbb{C}$.

2

There are 2 best solutions below

0
On

In $\mathbb{R}^3$ one answer is "cross product". The formula works in $\mathbb{C}^3$ for the same inner product, and with some conjugation it should also work for the Hermitian inner product, which is the more common meaning of orthogonality in complex vector spaces.

1
On

Let $S = \{x, x'\}\in\mathbb{F}^3$, where $x$ and $x'$ are linearly independent (for some field $\mathbb{R}$ or $\mathbb{C}$), with $$\mathbb{F}^n := \{(z_1,\dots,z_n)~:~z_1,\dots,z_n\in\mathbb{F}\},$$ and lets say I want to find a basis for $S^{\perp}$, that is, a basis for $$S^{\perp}:=\{v\in \mathbb{F}^3~:~\langle u,v \rangle =0~\forall~u\in X\},$$ then with some sufficient work I should be able to find $S^{\perp}$, which has dimension $1$ since $$\text{$S$ is a subspace of $\mathbb{F}^3$, so $\dim (\mathbb{F}^3)=\dim (S) + \dim (S^{\perp})$},$$ or $\dim(\mathbb{F}^3)-\dim(\{z_1, z_2\})=3-2=1=\dim(S^{\perp})$, that is to say, I can find such an element in $\mathbb{F}^3$, say $\zeta$, so that the system $$\langle x,\zeta \rangle = \sum^3_{i=1}x_i\bar{z_i}=0$$ $$\langle x',\zeta \rangle = \sum^3_{i=1}x'_i\bar{z_i}=0$$ is satisfied. Here, $x_i$ means the $i^{th}$ element in $x=(x_1,x_2,x_3)\in S$, and the same goes for $x'_i$. In this case we have $x=(1,0,i)$, $x'=(1,2,1)$, $\zeta=(a_1+ib_1, a_2+ib_2,a_3+ib_3)$, and $\mathbb{F}=\mathbb{C}$, so we get $$\langle x,\zeta \rangle = \sum^3_{i=1}x_i\bar{z_i}=\underbrace{(a_1-ib_1)+i(a_3+ib_3)}_{\star}=0$$ $$\langle x',\zeta \rangle = \sum^3_{i=1}x'_i\bar{z_i}=\underbrace{(a_1-ib_1)+2(a_2+ib_2)+(a_3+ib_3)}_{\star\star}=0,$$ and so substituting $\star$ into $\star\star$ we get $$-i(a_3-ib_3)+(a_3-ib_3)+2(a_2-ib_2)=(a_3-ib_3)(1-i)+2(a_2-ib_2)=0,$$ which isn't so hard to see is the same as $$\frac{a_3-ib_3}{a_2-ib_2}=-\frac{2}{1-i},$$ but that means $a_3=-2$, $b_3=0$, $a_2=1$, and $b_2=1$, so we have $z_3=-2$, and $z_2=1+i$. Now, $z_3=-2$, so since $a_1-ib_1=-i(a_3-ib_3)$, then $a_1-ib_1=-i(-2)=2i$, hence $b_1=-2$, and $a_1=0$, so $z_1=-2i$. Finally, our desired basis is exactly $$\zeta=(-2i, 1+i, -2).$$