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Methodology of Pattern-Fusion Strategy

  • Pattern-Fusion traverses the tree in a bounded-breadth way
    • Always pushes down a frontier of a bounded-size candidate pool
    • Only a fixed number of patterns in the current candidate pool will be used as the starting nodes to go down in the pattern tree ― thus avoids the exponential search space
  • Pattern-Fusion identifies “shortcuts” whenever possible
    • Pattern growth is not performed by single-item addition but by leaps and bounded: agglomeration of multiple patterns in the pool
    • These shortcuts will direct the search down the tree much more rapidly towards the colossal patterns

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