I study pure greedy algorithms in different basises. I am interested in 1 one question: is there such a Riesz basis $D$ in Hilbert space and $f\in H$ such that $\|f-G_m(f,D)\|>Cm^{-1/2}\lvert\{f}\rvert_{H}$ for some constant $C$ i.e. convergence rate is bigger than $-1/2$? I know that there are such dictionaries that CR is bigger than $-1/2$( even $-0.27$) but I can not construct such a Riesz basis. My steps, that might be helpful.There is a theorem that if $$\sup_{g\in D }\sum_{g'\in D,g'\not=g}|\langle g,g'\rangle|<1/3 $$ than convergence rate is less than $-1/2$.That is why I took Riesz basis for which that supremum equal to 1: $$ D=(f_j), f_j=e_j+\frac{1}{2}e_{j+1}$$ Now I want to find $f$. But I can not :(
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1$\begingroup$ What's $G_m(f,D)$? $\endgroup$– Nikita SidorovCommented Nov 4, 2012 at 15:27
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$\begingroup$ $G_m(f,D)$ is approximant we obtained after $m$ th step of PGA. For more information see mosaic.math.tamu.edu/~rdevore/publications/91.pdf $\endgroup$– StudentmathCommented Nov 4, 2012 at 23:00
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