软计算的历史和最新趋势:日本的研究和应用方面

Proceedings of IEEE International Conference on Intelligent Engineering Systems Pub Date : 1997-09-15 DOI:10.1109/INES.1997.632390

K. Hirota

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引用次数: 4

摘要

概述了日本在软计算领域的工业研究和应用，包括模糊逻辑、神经计算和混沌。在20世纪80年代中期的日本，模糊技术成为主要过程控制的中心问题，1990年成为所谓的“模糊家用电子年”。这些技术主要基于基于if-then规则的模糊推理与仪表(即传感器和执行器)工程。1991年，神经网络技术与模糊技术相结合，许多消费品再次进入日本的实际市场。这种神经模糊技术被分为九类。1993年，混沌技术被纳入这类高科技问题的研究与开发。最近，日本公司的工程师们也在研究其他技术，如混沌、遗传算法和人工生命。讨论了日本的这些实际技术方面，并通过许多例子指出了未来的趋势。

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History and recent trends in soft computing: research and application aspects in Japan

Japanese industrial research and applications in the field of soft computing that covers fuzzy logic, neurocomputing and chaos have been surveyed. In the middle of the 1980's in Japan fuzzy technology became a central issue for mainly process control and the year 1990 became a so called "fuzzy-home electronics year." These technologies are mainly based on if-then rule based fuzzy inference with instrumentation (i.e., sensor and actuator) engineering. Then neural network technology merged with fuzzy technology in 1991 and again many consumer products were sent to the real market in Japan. Such neuro-fuzzy technologies are classified into nine categories. In 1993 chaos technologies were included in research and development of such high-tech issues. Very recently other technologies such as chaos, genetic algorithms and artificial life have been investigated by company engineers in Japan. These kinds of practical, technological aspects in Japan are discussed and the future trends are also indicated by giving many examples.

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Proceedings of IEEE International Conference on Intelligent Engineering Systems

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