grandes-ecoles 2023 Q8

grandes-ecoles · France · x-ens-maths__pc Matrices Matrix Entry and Coefficient Identities
Let $M \in \mathscr{M}_d\left(\mathbb{R}_{+}\right)$. We assume that the matrix $M$ has an eigenvalue $\lambda > 0$ and that there exists $h \in \mathscr{M}_{d,1}\left(\mathbb{R}_{+}^{*}\right)$ a column vector such that: $$Mh = \lambda h.$$ We also assume that there exist $\nu \in \mathscr{P}$ and $c > 0$ such that for all $i,j \in \{1,\ldots,d\}$, $$M_{i,j} \geqslant c\nu_j.$$ We introduce the matrix $P \in \mathscr{M}_d\left(\mathbb{R}_{+}\right)$ defined for $1 \leqslant i,j \leqslant d$ by $$P_{i,j} = \frac{M_{i,j} h_j}{\lambda h_i}.$$
Justify that for all $i \in \{1,\ldots,d\}$, $\displaystyle\sum_{j=1}^{d} P_{i,j} = 1$.
Let $M \in \mathscr{M}_d\left(\mathbb{R}_{+}\right)$. We assume that the matrix $M$ has an eigenvalue $\lambda > 0$ and that there exists $h \in \mathscr{M}_{d,1}\left(\mathbb{R}_{+}^{*}\right)$ a column vector such that:
$$Mh = \lambda h.$$
We also assume that there exist $\nu \in \mathscr{P}$ and $c > 0$ such that for all $i,j \in \{1,\ldots,d\}$,
$$M_{i,j} \geqslant c\nu_j.$$
We introduce the matrix $P \in \mathscr{M}_d\left(\mathbb{R}_{+}\right)$ defined for $1 \leqslant i,j \leqslant d$ by
$$P_{i,j} = \frac{M_{i,j} h_j}{\lambda h_i}.$$

Justify that for all $i \in \{1,\ldots,d\}$, $\displaystyle\sum_{j=1}^{d} P_{i,j} = 1$.