Towards the Defuzzification Procedure in an ANFIS

机译：走向ANFIS中的反模糊化程序

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The paper pays attention to particularities concerned with the defuzzification procedure in adaptive neural network based fuzzy inference systems. Specifically, the problem of constructing recursive parameter estimation algorithms is considered with regard to their convergence and stability. In the combination with various forms of the quadratic criterion, such an approach enables on to obtain strongly consistent estimation algorithms under essential generality of modeled system description; and the convergence properties are demonstrated in the comparison with conventional algorithms.

机译：本文注重基于自适应神经网络的模糊推理系统中的Defuzzzification程序的特殊性。具体地，考虑了构建递归参数估计算法的问题，考虑到它们的收敛和稳定性。在与各种形式的二次标准的组合中，这种方法能够在建模系统描述的基本一般性下获得强烈一致的估计算法;在与传统算法的比较中对收敛性进行说明。

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《International Siberian Conference on Control and Communications》|2019年|1-6|共6页
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Kirill R. Chernyshov;
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Convergence; Approximation algorithms; Instruments; Neural networks; Estimation; Fuzzy logic; Parameter estimation;

机译：收敛性近似算法仪器神经网络估计模糊逻辑参数估计;

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1. Application of minimax distribution free procedure and Chebyshev inequality for backorder discount inventory model with effective investment to reduce lead-time and defuzzification by signed distance method [J] . Dharmendra Yadav, S. R. Singh, Rachna Kumari International Journal of Operational Research . 2012,第4期

机译：最小有效无分配过程和Chebyshev不等式在有效投资的延期折扣折扣库存模型中的应用，通过有符号距离方法来减少交货时间和去模糊化
2. Averaging procedures in defuzzification processes [J] . Eugene Roventa, Tiberiu Spircu Fuzzy sets and systems . 2003,第3期

机译：去模糊化过程中的平均过程
3. Multimode-oriented polynomial transformation-based defuzzification strategy and parameter learning procedure [J] . Tao Jiang, Yao Li IEEE transactions on systems, man, and cybernetics. Part B . 1997,第5期

机译：基于多模多项式变换的去模糊策略和参数学习过程
4. Towards the Defuzzification Procedure in an ANFIS [C] . Kirill R. Chernyshov International Siberian Conference on Control and Communications . 2019

机译：朝向ANFIS中的Defuzzzification程序
5. Dise?o de un GPC con Restricciones Basado en un Modelo ANFIS para el Control del Proceso de Neutralización del pH en los Efluentes Residuales de una Planta Concentradora de Minerales Polimetálicos =Design of a Restricted GPC Based on an ANFIS Model for th [D] . Cardozo Gálvez, Erick Octavio. 2018

机译：基于AFIS模型的基于AFIS模型的GPC设计了GPC，用于控制多金属矿物浓缩厂的残留流出物中的pH中和过程=基于ANFIS模型的限制GPC设计
6. Extending Microaggregation Procedures Using Defuzzification Methods for Categorical Variables [O] . Josep Domingo-Ferrer, Vicenç Torra 2002

机译：使用模糊化方法对分类变量扩展微聚集程序

Towards the Defuzzification Procedure in an ANFIS

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