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Diffstat (limited to 'tex/thesis/contribution')
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1 files changed, 25 insertions, 5 deletions
diff --git a/tex/thesis/contribution/contribution.tex b/tex/thesis/contribution/contribution.tex index 66d5b4a..3d00b86 100644 --- a/tex/thesis/contribution/contribution.tex +++ b/tex/thesis/contribution/contribution.tex @@ -130,11 +130,31 @@ algorithm is presented in Listing \ref{algo:kleene}. For each iteration the entire system is evaluated, irrespective of whether it could possibly have changed value. This results in a considerable inefficiency in practice, requiring the evaluation of -$O(n^3)$ right-hand-sides, and thus an approach which can evaluate -smaller portions of the system in each iteration would be a -significant improvement. +many right-hand-sides repeatedly for the same value. Thus an +approach which can evaluate smaller portions of the system in each +iteration would be a significant improvement. + +An additional deficiency of Kleene iteration is that it is not +guaranteed to terminate. In some cases Kleene iteration must iterate +an infinite number of times in order to reach a fixpoint. An example +system is presented as Figure \ref{fig:kleene-infinite}. In this case +$x$ will take the value of $0$ in the first iteration, then $y$ will +evaluate to $-1$. In the next iteration $x$ will also take the value +$-1$, thereby requiring $y$ to take the value $-2$. This will continue +without bound, resulting in the Kleene iteration never reaching the +greatest fixpoint of $\{ x \mapsto -\infty, y \mapsto -\infty \}$. + +\begin{figure}[H] + \begin{align*} + x &= \min(0, x) \\ + y &= x - 1 + \end{align*} + \caption{An example equation system for which Kleene iteration will + not terminate} + \label{fig:kleene-infinite} +\end{figure} -\subsection{W-DFS algorithm} \ref{sec:wdfs} +\subsection{W-DFS algorithm} \label{sec:wdfs} The W-DFS algorithm presented by Seidl, et al. takes into account some form of data-dependencies as it solves the system. This gives it the @@ -255,7 +275,7 @@ problem it is possible \end{algorithm} -\subsection{Adapted W-DFS algorithm} \ref{sec:adapted-wdfs} +\subsection{Adapted W-DFS algorithm} \label{sec:adapted-wdfs} This, then, allows us to use the W-DFS algorithm to re-evaluate only those parts of the strategy which have changed. Listing |