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A concept learning method based on a hybrid genetic algorithm

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摘要 The learning method to acquire decision rules from a set of preclassified examples is an important research area in machine learning. A novel learning method is proposed, which is a combination of the GAs and the bottom-up induction process. The method was implemented in a system called KAA. The performance of the method was evaluated by applying it to 20-multiplexer problem and the results show that its accuracy is higher than that of the others.
作者 LIU Juan LI Weihua 刘娟;李卫华
出处 《Science China(Technological Sciences)》 SCIE EI CAS 1998年第5期488-495,共8页 中国科学(技术科学英文版)
基金 Project supported by the National High-Tech Programme of China.
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