Exploiting symmetry in network analysis

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Exploiting symmetry in network analysis

Virtually all network analyses involve structural measures or metrics between pairs of vertices, or of the vertices themselves. The large amount of redundancy present in real-world networks is inherited by such measures, and this has practical consequences which have not yet been explored in full generality, nor systematically exploited by network practitioners. Here we develop a complete frame...

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Methods exploiting problem symmetries have been very successful in several areas including constraint programming and SAT solving. We here present a technique to enhance the performance of SMTsolvers by detecting symmetries in the input formulas and use them to prune the search space of the SMT algorithm. This technique is based on the concept of (syntactic) invariance by permutation of constan...

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ژورنال

عنوان ژورنال: Communications Physics

سال: 2020

ISSN: 2399-3650

DOI: 10.1038/s42005-020-0345-z