| 1. | User can diagnosis in two kinds mode : diagnosis based on diagnosis tree , commix fuzzy reasoning based on expert ' s knowledge and experience
其中诊断模块的主要诊断功能由基于诊断树理论的诊断子模块和基于混合模糊推理策略的诊断子模块实现。 |
| 2. | Secondly , adaptive - network based fuzzy inference systems ( anfis ) turn membership functions in antecedent part and parameters in consequent par of inference rules by means of least - square methods and gradient descent methods
与普通的模糊神经网络相比，这种模糊神经网络收敛速度快，建模精度高。第三，混合模糊神经网络建模。 |
| 3. | Using the fuzzy cluster method , hybrid fuzzy neural network , association rules mining methods , etc . find and excavate the recipes , periodic fouling , and operation strategy rule in the batch process
分别使用模糊聚类方法、混合模糊神经网络、关联规则挖掘等知识发现方法对间歇过程中的配方、周期性污垢、操作策略规则等进行挖掘和处理。 |
| 4. | A membership degree matrix was presented in the end . 3 . a hybrid fuzzy neural network modeling method was presented . on the basis of cct fuzzy neural network and fuzzy cluster method , this method can deal with discrete variables input
3 、针对模糊神经网络不能接受离散标称变量输入的缺陷，在cct模糊神经网络和模糊聚类方法的基础上，提出了一种混合模糊神经网络建模方法。 |
| 5. | This paper is oriented toward applying fuzzy adaptive genetic algorithms ( faga ) to solve the traveling salesman problem ( tsp ) . two new fagas , a self - learning mixed faga and a neuro faga , is studied in the paper
本文从模糊自适应遗传算法在解决组合优化问题中的应用出发，针对旅行商问题提出了两种新的模糊自适应遗传算法?自学习混合模糊自适应遗传算法和神经模糊自适应遗传算法。 |
| 6. | The training of the multi - resolution neural networks in parallel is simple . but the generalization ability is bad compared to the other multi - resolution neural networks . so we use the multi - resolution fuzzy neural networks model
并联混合神经网络训练方法简单，但泛化能力不强，因此，本文采用anfis的混合模糊神经网络模型，与并联的混合神经网络相比，其泛化能力和建模精度都有了提高。 |
| 7. | Zalila [ 1 ] proposes the concept of hybrid fuzzy and classical controller ; according to the concept , the controller can be classified into the speed regulator and the distance controller , and the data transmitted back by the sensor in agv can be used as the basis of next what the vehicle should control
提出混合模糊与传统控制器的概念，把控制器分为速度调节器与距离控制器，根据车子传感器所回传的信息，做为判断下一个车子所要控制的依据。 |
| 8. | The fuzzy layer of the hybrid fnn include two kinds of neurons , one is gaussian fuzzification neuron which used to give the continuous input an fuzzy membership value , another is a presented fuzzy cluster neuron which also used to give the discrete input an fuzzy membership value
该混合模糊神经网络的模糊化层除了具有模糊化神经元，还加入一类模糊聚类神经元。模糊聚类神经元通过预先计算的模糊聚类隶属度矩阵来输出对应于离散输入的模糊化值。 |
| 9. | The number of fuzzy cluster neuron is equal to the fuzzy cluster number , and the neuron output is one element of the membership matrix . 4 . use hybrid fuzzy neural network modeling method and recipe fuzzy cluster method , a robust method to recipe - changing was presented . a multi - continuous parameters and one - recipe to one - output fuzzy neural network was designed to model the fouling in batch process
浙江大学博士学位论文4 、针对间歇过程中使用模糊神经网络建模和测量对于配方变化较为敏感的问题，使用配方模糊聚类方法和混合模糊神经网络建模方法，设计了一个由多个连续型操作参数输入和1个离散型配方变量输入的配方混合模糊神经网络，用于污垢的建模和预测。 |
| 10. | Considering the high order nonelinearly and mutiple - input - mutiple - output coupling effect of the system , different driving condition and complex external disturbance , hybrid fuzzy - pid control with parameters selfturning is adopted in engine speed control system , the simulation which is integrated with vehicle model in the matlab environment shows that the performance and fuel economy of the car with pscvt is better than those of car with the standard manually shifted transmission
考虑到车辆系统的高阶非线性和输入输出的耦合效应及汽车运行的复杂工况和外界环境干扰等因素的影响，提出了混合模糊? pid控制算法用于变速系统速比的控制，并结合整车的数学模型在matlab下进行了计算机的动态仿真。 |
