Rapid design of fuzzy systems with Xfuzzy

F. J. Moreno-Velo, I. Baturone, S. Sánchez-Solano, A. Barriga
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引用次数: 48

Abstract

The crecient use of fuzzy systems in complex applications has motivated us to develop a new version of Xfuzzy, the design environment for fuzzy system created at the IMSE (Instituto de Microelectronica de Sevilla). This new version, Xfuzzy 3.0, offers the advantages of being enterely programmed in Java, and allows designing hierarchical rule bases that can interchange fuzzy or non fuzzy values as well as employ user-defined fuzzy connectives, linguistic hedges, membership functions, and defuzzification methods. Xfuzzy 3.0 integrates tools that facilitate the description, tuning, verification, and synthesis of complex fuzzy systems. This is illustrated in this paper with the design of a fuzzy controller to solve a parking problem.
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基于Xfuzzy的模糊系统快速设计
模糊系统在复杂应用程序中的最新应用促使我们开发新版本的Xfuzzy,这是由塞维利亚微电子研究所(IMSE)创建的模糊系统设计环境。这个新版本Xfuzzy 3.0提供了完全用Java编程的优点,并允许设计分层规则库,这些规则库可以交换模糊或非模糊值,还可以使用用户定义的模糊连接词、语言限制、成员函数和去模糊化方法。Xfuzzy 3.0集成了有助于描述、调优、验证和综合复杂模糊系统的工具。本文通过设计一个模糊控制器来解决停车问题。
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