the convergence of GMRES($m$) for all $m$ under that assumption regarding $A$.
\end{proposition}
-<<<<<<< HEAD
-=======
We can now claim that,
\begin{proposition}
If $A$ is a positive real matrix and GMRES($m$) is used as solver, then the TSIRM algorithm is convergent.
$k$-th iterate of TSIRM.
We will prove that $r_k \rightarrow 0$ when $k \rightarrow +\infty$.
-Each step of the TSIRM algorithm
+Each step of the TSIRM algorithm \\
+$\min_{\alpha \in \mathbb{R}^s} ||b-R\alpha ||_2 = \min_{\alpha \in \mathbb{R}^s} ||b-AS\alpha ||_2$
+
+$\begin{array}{ll}
+& = \min_{x \in Vect\left(x_0, x_1, \hdots, x_{k-1} \right)} ||b-AS\alpha ||_2\\
+& \leqslant \min_{x \in Vect\left( S_{k-1} \right)} ||b-Ax ||_2\\
+& \leqslant ||b-Ax_{k-1}||
+\end{array}$
\end{proof}
->>>>>>> 84e15020344b77e5497c4a516cc20b472b2914cd
+
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% that's all folks
\end{document}
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