Inducing Logic Programs With Genetic Algorithms: The Genetic Logic Programming System

@article{Wong1995InducingLP,
  title={Inducing Logic Programs With Genetic Algorithms: The Genetic Logic Programming System},
  author={Man Leung Wong and Kwong-Sak Leung},
  journal={IEEE Expert},
  year={1995},
  volume={10},
  pages={68-76}
}
Inductive Logic Programming (ILP) integrates the techniques from traditional machine learning and logic programming to construct logic programs from training examples. Most existing systems employ greedy search strategies which may trap the systems in a local maxima. This paper describes a system, called the Genetic Logic Programming System (GLPS), that uses Genetic Algorithms (GA) to search for the best program. This novel framework combines the learning power of GA and knowledge… CONTINUE READING
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Inductive Logic Programming Using Genetic Algorithms

  • M. L. Wong, K. S. Leung
  • Advances in Artificial Intelligence - Theory and…
  • 1994
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