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Inducing logic programs with genetic algorithms: the Genetic Logic Programming System
1995
IEEE Expert
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
doi:10.1109/64.464935
fatcat:k5ka55sfivcf3bfznderhu5l7a