If $L/K$ is a field extension, then $L$ is a vector space over $K$

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Although the result is intuitive, I'm still not certain about inverse elements in $L$. For instance, if $K=\mathbb Q$ and $L=\mathbb Q(\sqrt2,\sqrt3,\sqrt5,\sqrt7)$, then why is $$\frac{1}{\sqrt2+\sqrt3+\sqrt5+\sqrt7}$$ a linear combination of $\{1,\sqrt 2, \sqrt 3, \sqrt 6, \dots, \sqrt{210}\}$?

Now, actually, I'm aware of the fact that in the case of extensions of $\mathbb Q$ with surds, we can compute the inverse: $$-185 \sqrt{2}+145 \sqrt{3}+133 \sqrt{5}-135 \sqrt{7}-62 \sqrt{30}+50 \sqrt{42}+34 \sqrt{70}-22\sqrt{105},$$ but this was painstaking to compute, is there an easy way to see why this holds for any field extension $L/K$?

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It seems to me like you're asking two separate questions:

  1. Why is $L$ a $K$-vector space.
  2. How can I write a given element in terms of a given basis.

The first question has a simple answer: because $L$ satisfies all the axioms of a $K$-vector space. Indeed, if we have addition and scalar multiplication, that's it! Here, you can completely forget about the fact that $L$ is a field.

Once you know that $L$ is a $K$-vector space, you can compute its dimension to be $[L:K]$ and find a basis. Any linearly independent set of size $[L:K]$ is a basis and, armed with this information, you know abstractly that every element of $L$ can be expressed as a $K$-linear combination of this basis.

However, actually computing explicitly how a given element looks in terms of this basis is tedious, and there's no reason you should expect otherwise!

The other answers give procedures for carrying out this computation. But I want to stress: whether or not this computation is easy or hard has nothing to do with the much easier fact that $L$ is a $K$-vector space.

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The additive law is the additive law of $L$ (and $K$) . The external law is given by multiplication in $L$: $(\lambda, x)\in K\times L\mapsto \lambda x\in L$. It is easy to check that these two laws verify the axioms of a $K$-vector space.

Note that the extension $L/K$ does not need to be algebraic (you could take $L=K(X),$ where $X$ is an inderminate).

The fact that in your example $\frac{1}{\sqrt2+\sqrt3+\sqrt5+\sqrt7}$ is a linear combination of $\{1,\sqrt 2, \sqrt 3, \sqrt 6, \dots, \sqrt{210}\}$ has less to do with the fact that $L$ is a $K$-vector space, but more to do with the fact that $L/K$ is algebraic, which is more a ring theoritical reason.

More precisely if $\alpha_1,\ldots,\alpha_n$ are algebraic over $K$, then $K(\alpha_1,\ldots,\alpha_n)=K[\alpha_1,\ldots,\alpha_n]$. This comes from the case $n=1$ by induction.

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Well, I think you can find the formula iteratively.

For this, take say ${\Bbb Q}(\sqrt n) = \{a+b\sqrt n\mid a,b\in{\Bbb Q}\}$, where $n\ne0,1$ is a square-free integer.

Then the multiplicative inverse of $a+b\sqrt n$ is given by $$\frac{a}{a^2-nb^2} - \frac{b}{a^2-nb^2}\sqrt n.$$ Just adjoin the square roots step by step.

First, $\frac{1}{\sqrt 2} = \frac{1}{2}\sqrt 2$.

Second, the ansatz is $\frac{1}{\sqrt 2 +\sqrt 3} = a + b\sqrt 3$, where $a,b\in{\Bbb Q}(\sqrt 2)$. Then $1 = (a+b\sqrt 3)(\sqrt 2 + \sqrt 3)$ leads to values for $a,b$, and so on.