I first let $\alpha = \sqrt{3 + 2\sqrt{2}}$ and $\alpha^2 - 3 = 2\sqrt{2}$. This gives us $(\alpha^3 - 2)^2 = 8$. Expand the polynomial we obtain that
$x^4 - 6x^2 +1$ has $\sqrt{3 + 2\sqrt{2}}$ as a root. But apparently this polynomial is not an irreducible polynomial over $\mathbb{Q}$. How should we determine the minimal polynomial in the first place? Many thanks!
Answer
Hint A minimal polynomial must be irreducible, but as you say, the polynomial $p$ you produced is not:
$$p(x) = (x^2 + 2 x - 1) (x^2 - 2 x - 1).$$
Since $p(\alpha) = 0$, however, $\alpha$ must divide one of these factors (and since $\alpha \not\in \Bbb Q$, that factor must itself be the irreducible polynomial of $\alpha$).
To see what's going on here, expand $(1 + \sqrt{2})^2$.
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