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�������պ����ѧѧ�� 2000, Vol. 26 Issue (5) :612-615    DOI:
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Matrix Coding in GA and Its Application to Fuzzy Modelling
DAI Ji-yang, MAO Jian-qin, ZHANG Jian-gang*
Beijing University of Aeronautics and Astronautics,School of Science

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Abstract�� In the practical applications of genetic algorithm(GA), a lot of problems can be described as tree structures. In fuzzy modelling, the structure identification of a fuzzy model is to partition the input domain, which is in essence a process of complicated nonlinear optimization. The partition of the input domain can be expressed as a binary tree by a fuzzy tree model. A matrix coding approach to representing a binary tree is presented, which is simple and suitable for the genetic operations in GA. The partition of the input domain is optimized by GA with matrix coding for tree-structured individuals and theresulting suboptimal fuzzy tree model is obtained, which has higher precision and lower complexity of model. A simulation example is given to validate the proposed method.
Keywords�� fuzzy models   optimization   non-linear   fuzzy trees   genetic algorithm     
Received 1999-04-08;
Fund:

������Ȼ��ѧ����������Ŀ(69874002)

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������, ë����, �Ž���.GA������뷽��������ģ����ģ�е�Ӧ��[J]  �������պ����ѧѧ��, 2000,V26(5): 612-615
DAI Ji-yang, MAO Jian-qin, ZHANG Jian-gang.Matrix Coding in GA and Its Application to Fuzzy Modelling[J]  JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND A, 2000,V26(5): 612-615
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http://bhxb.buaa.edu.cn//CN/     ��     http://bhxb.buaa.edu.cn//CN/Y2000/V26/I5/612
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