Design of a complex system based on the maximum entropy principle |
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Authors: | Kazuo Tsuchiya Katsuyoshi Tsujita |
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Affiliation: | (1) Department of Aeronautics and Astronautics, Kyoto University, Yoshida-Hon-Machi, Sakyo-ku, 606-01 Kyoto, Japan |
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Abstract: | A complex system is a system composed of many dynamic elements with mutual interactions. This paper proposes a unified approach for the design of an information processing system using a complex system. The method of design is based on the maximum entropy principle. After a detailed explanation, the proposed method is applied to the design of a spatial filter using a complex system. This work was presented, in part, at the International Symposium on Artificial Life and Robotics, Oita, Japan, February 18–20, 1996. |
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Keywords: | Complex system method of design maximum entropy principle spatial filter |
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