Chinese Journal of Lasers B, 2002, 11 (5): 381, 网络出版: 2006-08-08
Generalized Rule Induction Based on Immune Algorithm
Generalized Rule Induction Based on Immune Algorithm
摘要
Abstract
A generalized rule induction mechanism, immune algorithm, for knowledge bases is building an inheritance hierarchy of classes based on the content of their knowledge objects. This hierarchy facilitates group-related processing tasks such as answering set queries, discriminating between objects, finding similarities among objects, etc. Building this hierarchy is a difficult task for knowledge engineers. Conceptual induction may be used to automate or assist engineers in the creation of such a classification structure. This paper introduces a new conceptual rule induction method, which addresses the problem of clustering large amounts of structured objects. The conditions under which the method is applicable are discussed.
郑建国, 刘芳, 焦李成. Generalized Rule Induction Based on Immune Algorithm[J]. Chinese Journal of Lasers B, 2002, 11(5): 381. ZHENG Jianguo, LIU Fang, JIAO Licheng. Generalized Rule Induction Based on Immune Algorithm[J]. 中国激光(英文版), 2002, 11(5): 381.