how to prove that complex numbers $\mathbb{C}$ are linear space over real numbers field $\mathbb{R}$ ? it's a linear algebra question
|
migrated from stackoverflow.com Jun 29 '11 at 19:58
|
The term "linear space" is another word for vector space. There are two aspects to showing that something (call it $V$) is a vector space over a field $K$ (in this case, $K=\mathbb{R}$, the real numbers): First, you need to specify a vector addition operation "$\star$", that takes any two elements of $V$ and produces another one, and a scalar multiplication operation "$\circ$", that takes an element of $K$ and an element of $V$ and produces an element of $V$. Second, you need to show that those operations satisfy the axioms for being a vector space. Here, the set $V$ under consideration is $\mathbb{C}$, the complex numbers. The vector addition is that is implied is just the usual addition of complex numbers; that is, we define $$a\star b:=a+b\text{ for all }a,b\in\mathbb{C}.$$ The scalar multiplication (i.e., multiplying a vector (an element of $V$) by a scalar (an element of $K$)) that is implied is just the multiplication of a complex number by a real number; that is, we define $$\lambda\circ a:=\lambda a\text{ for all }\lambda\in\mathbb{R}\text{ and }a\in\mathbb{C}.$$ The axioms for being a vector space are here. There is not really anything substantial you need to show. For example, $1\circ a=a$ for any $a\in\mathbb{C}$ because, by definition, $$1\circ a=1a=a$$ (because $1\in\mathbb{R}\subset\mathbb{C}$ is the multiplicative identity of $\mathbb{C}$'s usual multiplication). Another example: $$\lambda\circ (a\star b)=\lambda(a+b)=\lambda a +\lambda b=(\lambda\circ a)\star(\lambda\circ b)$$ because multiplication of complex numbers distributes over addition. |
||||
|
|
|
Verify that it satisfies the axioms, of course!
If all 10 are true, then $\mathbb{C}$ is a vector space/linear space over $\mathbb{R}$. (More generally, if $\mathbf{F}$ is a field, and $\mathbf{K}$ is a field that contains $\mathbf{F}$, then $\mathbf{K}$ is a vector space over $\mathbf{F}$). |
|||
|
|
|
$\mathbb{C} = \mathbb{R}(i) = \{a+ib:a,b \in \mathbb{R} \}$ ($\mathbb{R}(i)$ is the smallest field which contains $\mathbb{R}$ and $i$). You can see that it is a 2-dimention vector space on $\mathbb{R}$ ( for example, you can verify that $\{1,i\}$ is a basis for it). I hope I've helped you. |
|||
|
|