Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers
The 50th Annual Conference of the Institute of Systems, Control and Information Engineers
Session ID : 5W3-1
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Host: The Institute of Systems, Control and Information Engineers

Time varying system identification with immune based evolutionary computation
*Makoto Wakizono, Toshiharu Hatanaka, Katsuji Uosaki
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Keywords: System identification, Time varying system, Immune system, Evolutionary computation
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Abstract
An application of the immune based evolutionary computation to time varying system identification is considered. Antibodies and antigens are referred as the model candidates and the obtained data set, respectively. Then, the density of the antibodies is introduced based on Kullback information and the model candidates are updated step by step. Some numerical studies are carried out to illustrate the applicability of the proposed algorithm.
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© 2006 The Institute of Systems, Control and Information Engineers
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