1.II.14C

Linear Mathematics | Part IB, 2001

(a) Find a matrix MM over C\mathbb{C} with both minimal polynomial and characteristic polynomial equal to (x−2)3(x+1)2(x-2)^{3}(x+1)^{2}. Furthermore find two matrices M1M_{1} and M2M_{2} over C\mathbb{C} which have the same characteristic polynomial, (x−3)5(x−1)2(x-3)^{5}(x-1)^{2}, and the same minimal polynomial, (x−3)2(x−1)2(x-3)^{2}(x-1)^{2}, but which are not conjugate to one another. Is it possible to find a third such matrix, M3M_{3}, neither conjugate to M1M_{1} nor to M2M_{2} ? Justify your answer.

(b) Suppose AA is an n×nn \times n matrix over R\mathbb{R} which has minimal polynomial of the form (x−λ1)(x−λ2)\left(x-\lambda_{1}\right)\left(x-\lambda_{2}\right) for distinct roots λ1≠λ2\lambda_{1} \neq \lambda_{2} in R\mathbb{R}. Show that the vector space V=RnV=\mathbb{R}^{n} on which AA defines an endomorphism α:V→V\alpha: V \rightarrow V decomposes as a direct sum into V=ker⁡(α−λ1ι)⊕ker⁡(α−λ2ι)V=\operatorname{ker}\left(\alpha-\lambda_{1} \iota\right) \oplus \operatorname{ker}\left(\alpha-\lambda_{2} \iota\right), where ι\iota is the identity.

[Hint: Express v∈Vv \in V in terms of (α−λ1ι)(v)\left(\alpha-\lambda_{1} \iota\right)(v) and (α−λ2ι)(v).]\left.\left(\alpha-\lambda_{2} \iota\right)(v) .\right]

Now suppose that AA has minimal polynomial (x−λ1)(x−λ2)…(x−λm)\left(x-\lambda_{1}\right)\left(x-\lambda_{2}\right) \ldots\left(x-\lambda_{m}\right) for distinct λ1,…,λm∈R\lambda_{1}, \ldots, \lambda_{m} \in \mathbb{R}. By induction or otherwise show that

V=ker⁡(α−λ1ι)⊕ker⁡(α−λ2ι)⊕…⊕ker⁡(α−λmι)V=\operatorname{ker}\left(\alpha-\lambda_{1} \iota\right) \oplus \operatorname{ker}\left(\alpha-\lambda_{2} \iota\right) \oplus \ldots \oplus \operatorname{ker}\left(\alpha-\lambda_{m} \iota\right)

Use this last statement to prove that an arbitrary matrix A∈Mn×n(R)A \in M_{n \times n}(\mathbb{R}) is diagonalizable if and only if all roots of its minimal polynomial lie in R\mathbb{R} and have multiplicity 1.1 .

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