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Mar 27, 2012 at 15:21 comment added usero $L$ is a weighted Laplacian matrix (negative off-diagonal entries, with rows(collumns) summing to $1$ residing on its diagonal). This is why I say $y$ is centered.
Mar 27, 2012 at 14:03 comment added Jed Brown This tells me nothing at all. You haven't said what $L$ is so the setting is just obfuscation; any $x_0 := y$ and $b := Ly$ can have this form.
Mar 27, 2012 at 13:42 comment added usero The initial iterate would be $x_0=y$, from $Ax=Ly$, the main linear system. Note that the initial solution might have non-unique entries.
Mar 27, 2012 at 13:38 history edited Jed Brown CC BY-SA 3.0
don't implicitly skip the affine part
Mar 27, 2012 at 13:29 comment added Jed Brown @usero What conditions do you intend to impose on the initial iterate?
Mar 27, 2012 at 11:32 comment added Aron Ahmadia Are you sure that you've got the right definition of unique? Can you point us to this proof?
Mar 27, 2012 at 9:15 comment added usero There exist a proof that a solution to the problem that I've shown to be equivalent to a single GS iteration yields unique $d-$dimensional solution. So, either the proof is wrong, or my reduction is, which is to be investigated. That is why I wonder if, perhaps, a specific visiting order might provide guarantees.
Mar 26, 2012 at 22:51 comment added Paul @usero: Out of curiosity, what do you expect to gain from knowledge of the uniqueness of the first iteration vectors? What application is this for?
Mar 26, 2012 at 20:25 comment added Aron Ahmadia Where is it claimed that uniqueness is guaranteed? This is a very strange definition of unique...
Mar 26, 2012 at 20:11 comment added usero Good point. Because it $is$ claimed on some places that the uniqueness is guaranteed. I wanted to prove that, perhaps, under certain visiting order, one might really guarantee uniqueness.
Mar 26, 2012 at 20:01 comment added Jed Brown No, there is no reasonable way to guarantee that. Why would you care whether two entries in the same vector happened to be the same or not?
Mar 26, 2012 at 19:57 comment added usero I don't think you understood it correctly. Suppose a system $$Ax=Ly$$ is given, with the unknown $x$, and suppose I want to perform a single iteration of GS, where an iteration implies that all $x_i$ (all rows of $X$) are visited once, in some order. Now, given that the initial guess $x_0$ from which I start GS is $x_0=y$, I want to know if there are guarantees that all new $x_i$ (so, rows on the resulting matrix, after the first iteration) are different (there are no coincidences). I hope this clarifies the question.
Mar 26, 2012 at 19:43 history answered Jed Brown CC BY-SA 3.0