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New solutions for disjoint paths in P systems

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Abstract

We propose four fast synchronous distributed message-based algorithms, to identify maximum cardinality sets of edge- and node-disjoint paths, between a source node and a target node in a digraph. Previously, Dinneen et al. presented two algorithms, based on the classical distributed depth-first search (DFS), which run in O(mf) steps, where m is the number of edges and f is the number of disjoint paths. Combining Cidon’s distributed DFS and our new result, Theorem 3, we propose two improved DFS-based algorithms, which run in O(nf) steps, where n is the number of nodes. We also present improved versions of our two breadth-first search (BFS) based algorithms, with the same complexity upperbound, O(nf). Empirically, for a large set of randomly generated digraphs, our DFS-based edge-disjoint algorithm is 39 % faster than Dinneen et al.’s edge-disjoint algorithm and our BFS-based edge-disjoint algorithm is 80 % faster. All these improved algorithms have been inspired and guided by a P system modelling exercise, but are suitable for any distributed implementation.

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Acknowledgments

The authors wish to thank Tudor Balanescu, Michael J. Dinneen, Hossam ElGindy, Yun-Bum Kim, John Morris and Sharvin Ragavan, for valuable comments and feedback, and the assistance received via the University of Auckland FRDF Grant 9843/3626216.

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Correspondence to Huiling Wu.

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Nicolescu, R., Wu, H. New solutions for disjoint paths in P systems. Nat Comput 11, 637–651 (2012). https://doi.org/10.1007/s11047-012-9342-9

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