Sfoil: Stochastic Approach to Inductive Logic Programming

  title={Sfoil: Stochastic Approach to Inductive Logic Programming},
  author={Uro S Pompe and Matev and Kova Ci and Igor Kononenko},
Current systems in the eld of Inductive Logic Programming (ILP) use, primarily for the sake of eeciency, heuristically guided search techniques. Such greedy algorithms suuer from local optimization problem. Present paper describes a system named SFOIL, that tries to alleviate this problem by using a stochastic search method, based on a generalization of simulated annealing, called Markovian neural network. Various tests were performed on benchmark, and real-world domains. The results show both… CONTINUE READING
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