| Article ID: | iaor20173427 | 
| Volume: | 70 | 
| Issue: | 2 | 
| Start Page Number: | 116 | 
| End Page Number: | 131 | 
| Publication Date: | Sep 2017 | 
| Journal: | Networks | 
| Authors: | Gritzmann Peter, de Vries Sven, Berger Franziska | 
| Keywords: | combinatorial optimization, networks, heuristics | 
Ring structures in molecules belong to the most important substructures for many applications in Computational Chemistry. One typical task is to find an implicit description of the ring structure of a molecule. We present efficient algorithms for cyclic graph invariants that may serve as molecular descriptors to accelerate database searches. Another task is to construct a well‐defined set of rings of a molecular graph explicitly. We give a new algorithm for computing the set of relevant cycles of a graph.