自适应模糊神经网络模糊聚类系统辨识导弹攻击区This paper presents a compound neural network model, i.e., adaptive fuzzy neural network (AFNN), which can be used for identifying the complicated nonlinear system. AFNN has a simple structure and possesses the ability of universal approximation. It is...
In this paper, a novel adaptive fuzzy neural network (FNN) control scheme is proposed for the trajectory tracking control of an attitude-controlled free-flying space manipulator in the presence of output constraints and input nonlinearities. The parametric uncertainties and external disturbances are ...
The study incorporates a theoretical basis for improvement in performance of IDS using K- Means Algorithm, Fuzzy Rule System and Neural Network techniques. Also statistical significance of estimates has been looked into for finalizing the best one using DARPA network traffic datasets. 展开 ...
Adaptive fuzzy inference neural network作者: Highlights: • 摘要 An adaptive fuzzy inference neural network (AFINN) is proposed in this paper. It has self-construction ability, parameter estimation ability and rule extraction ability. The structure of AFINN is formed by the following four phases: ...
NFN is a multiplayer neural network based on knowledge, and it is composed of three modular subnets used for pattern recognition, fuzzy reasoning and control processing. A NFN combines the reasoning procedure of fuzzy logic with the learning capability of neural network. It can incorporate linguistic...
the adaptiveneural networkand fuzzy inference system. There are five logical blocks in a floating inference method. A fuzzifier transforms individual input numbers into fuzzy sets. In essence, this dynamic unit translates crisp inputs into linguistic meaning compatibility. The database (or dictionary)...
Studies on prediction of the stabilities of metal-HEDTA complex by using adaptive fuzzy neural network; 自适应模糊神经网络预测金属-HEDTA配合物稳定常数的研究 更多例句>> 3) ANFIS 自适应模糊神经网络 1. This system predicts the thickness error according to errors between predicted rolling forces and...
4) adaptive fuzzy neural network 自适应模糊神经网络 1. Studies on prediction of standard entropy of cations by using adaptive fuzzy neural network; 自适应模糊神经网络预测阳离子标准熵的研究 2. Studies on prediction of the stabilities of metal-HEDTA complex by using adaptive fuzzy neural network...
A direct adaptive interval type-2 fuzzy neural network (IT2-FNN) controller is designed for the first time in hypersonic flight control. The generic hypersonic flight vehicle is a multi-input multi-output system whose longitudinal model is high-order, highly nonlinear, tight coupling and most of...
Considering trajectory tracking of free-floating space robot with uncertainties and friction blind section non-linearity,we propose an adaptive fuzzy CMAC compensation control algorithm.The control scheme uses fuzzy neural network to establish modeling online,and imports GL matrix and multiplication operator...