Patent · US Active

Partitioning using a correlation meta-heuristic

US10318690B2 · kind B2 · utility

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8References
21Claims
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Key dates

Filing dateSep 1, 2017
Grant dateJun 11, 2019
Priority date
Expiry dateNov 10, 2037

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06N5/022
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

A method for partitioning for a hypergraph including a plurality of nodes into a plurality of bins includes assigning each node of the hypergraph to one of the plurality of bins to generate a candidate solution, and for each pair of nodes in the candidate solution, calculating a weighted covariance based on the bin assignment of each node of the pairs of nodes in the candidate solution. The assigning and the calculating are repeated to generate an accumulated weighted covariance for the pairs of nodes, from which a seed partition of the hypergraph is generated.

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