Complexity Analysis by Graph Rewriting

Recently, many techniques have been introduced that allow the (automated) classification of the runtime complexity of term rewrite systems (TRSs for short). In this paper we show that polynomial (innermost) runtime complexity of TRSs induces polytime computability of the functions defined. In this way we show a tight correspondence between the number of steps performed in a given rewrite system and the computational complexity of an implementation of rewriting. The result uses graph rewriting as a first step towards the implementation of term rewriting. In particular, we prove the adequacy of (innermost) graph rewriting for (innermost) term rewriting.

• Type: Conference
• Year: 2010
• Where: FLOPS
• Authors: Martin Avanzini, Georg Moser
• Keywords: FLOPS 2010, Graph Rewriting, Hardware, Runtime Complexity, Term Rewriting