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A Generic ILP Algorithm

  • Given the key ideas of ILP as search a generic ILP system is defined as:
  • The algorithm works as follows:
    • It keeps track of a queue of candidate hypotheses QH
    • It repeatedly deletes a hypothesis H from the queue and expands that hypotheses using inference rules; the expanded hypotheses are then added to the queue of hypotheses QH, which may be pruned to discard unpromising hypotheses from further consideration
    • This process continues until the stop­criterion is satisfied

Speaker notes:

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