Exploration of Fuzzy System With Applications

Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms Pub Date : 1900-01-01 DOI:10.4018/978-1-5225-3232-3.CH025

Shivlal Mewada, P. Sharma, S. S. Gautam

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引用次数: 3

Abstract

Fuzzy system was altered from a ‘buzz word' to an important technological area, with various publications in international conferences and transactions. Several Japanese products applying fuzzy logic concepts, such as household appliances and electronic equipment, power engineering, robotics, and optimization have been manufactured. This system is capable to process and learn mathematical data as well as linguistic data. Fuzzy system user linguistic explanations for the variables and linguistic procedures for the I/P-O/P behavior. In this chapter, present the application of fuzzy system with data mining, neural networks, fuzzy automata, and genetic algorithms. It also presents the foundation of fuzzy data Mining, with the fuzzification inference procedure and defuzzification procedure, fuzzy systems and neural networks with feed forward neural network, FNN with it features generalization of Fuzzy Automata, and sixth fuzzy systems and genetic algorithms. The chapter explores a popular fuzzy system model to show complex systems and an application of fuzzy system.

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模糊系统及其应用探索

模糊系统从一个“流行语”变成了一个重要的技术领域，在国际会议和交易中有各种出版物。日本已经制造了一些应用模糊逻辑概念的产品，如家用电器和电子设备、电力工程、机器人和优化。该系统既能处理和学习数学数据，也能处理和学习语言数据。模糊系统用户对变量的语言解释和I/P- o /P行为的语言程序。在本章中，介绍了模糊系统在数据挖掘、神经网络、模糊自动机和遗传算法中的应用。介绍了模糊数据挖掘的基础，包括模糊化推理过程和去模糊化过程、模糊系统和神经网络与前馈神经网络、模糊神经网络及其模糊自动机泛化的特点、第六模糊系统和遗传算法。本章探讨了一种流行的模糊系统模型来显示复杂系统和模糊系统的应用。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms

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