Výsledky vyhledávání - "adaptive second-order algorithm"

A self-organizing interval Type-2 fuzzy-neural-network for modeling nonlinear systems Autor Han, Hong-Gui, Chen, Zhi-Yuan, Liu, Hong-Xu, Qiao, Jun-Fei

“… Secondly, an adaptive second-order algorithm, which can obtain fast convergence, is developed to adjust the parameters…”
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Self-organizing interval type-2 fuzzy neural network based on eigenvalue decomposition Autor Wang, Panchao, Zhao, Taoyan, Cao, Jiangtao, Li, Ping

“…In this study, an eigenvalue decomposition-based self-organizing interval type-2 fuzzy neural network (ED-SOIT2FNN) is proposed to tackle the identification…”
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An adaptive second order fuzzy neural network for nonlinear system modeling Autor Han, Hong-Gui, Ge, Lu-Ming, Qiao, Jun-Fei

“…In this paper, an adaptive second order algorithm (ASOA) has been developed to train the fuzzy neural network (FNN…”
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Fuzzy Neural Network-Based Iterative Multi-Step Prediction with Time Delay for WWTP Autor Xu, Yumeng, Liu, Zheng, Han, Honggui, Sun, Haoyuan

“…Multi-step prediction is developed to exploit the current values of variables to estimate the future behavior of WWTP over multiple timesteps. However, since…”
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Improving a fuzzy neural network for predicting storage usage and calculating customer value Autor Rabieyan, Reza, Pohl, Philipp

“…Predicting the behavior of customers plays a crucial role in the quality of resource management and customer services. In this article, a fuzzy neural network…”
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Adaptive fuzzy neural network control of wastewater treatment process with multiobjective operation Autor Qiao, Jun-Fei, Hou, Ying, Zhang, Lu, Han, Hong-Gui

“…This study investigates an adaptive fuzzy neural network control system for the multiobjective operation of wastewater treatment process (WWTP) with standard…”
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Fault detection of sludge bulking using a self-organizing type-2 fuzzy-neural-network Autor Han, Hong-Gui, Liu, Hong-Xu, Liu, Zheng, Qiao, Jun-Fei

“… Second, a SOT2FNN, based on the intensity of information transmission algorithm and adaptive second-order algorithm, was designed to predict the sludge volume index (SVI…”
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An adaptive growing and pruning algorithm for designing recurrent neural network Autor Han, Hong-Gui, Zhang, Shuo, Qiao, Jun-Fei

“… Furthermore, an adaptive second-order algorithm with adaptive learning rate is employed to adjust the parameters of RSONN…”
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