Inducing logic programs with genetic algorithms: the genetic logic programming system

Wong Man LeungProf. LEUNG Kwong Sak2023-03-302023-03-301995IEEE expert, 1995, vol. 10 (5), pp. 68 - 762374-94070885-9000http://hdl.handle.net/20.500.11861/7701The Genetic Logic Programming System (GLPS) is a novel framework that combines the learning power of genetic algorithms and the knowledge representation power of logic programming to overcome the shortcomings of existing paradigms. The performance of GLPS is demonstrated through testing of a preliminary implementation on a battery of learning tasks.enConcept of LearningLearning ProgramProgram LogicFitness FunctionLearning SystemTraining ExamplesGeneral LearningIndividual ProgramsKnowledge DiscoveryPrograms For PopulationsLetter StringsFirst-Order LogicTarget ConceptImperfect DataInducing logic programs with genetic algorithms: the genetic logic programming systemPeer Reviewed Journal Article10.1109/64.464935