It trains a complex neural network whose inputs, outputs, weights and active functions are all complex valued.
该学习算法用来训练一个输入、输出、权值和激活函数均为复数的神经网络。
Thus obtains the use neural network method in the simulation the modeling is one effective method, is specially better regarding the non-linear complex system effect.
从而得出利用神经网络方法在仿真中建模是一种行之有效的方法,特别是对于非线性复杂系统效果更佳。
The paper studies complex electric equipment fault diagnosis based on the theory and method of fault diagnosis by applying the theory of artificial intelligent, fuzzy theory and neural network.
以故障诊断的理论和方法为基础,综合运用人工智能、模糊理论和神经网络理论,对复杂电子装备的故障诊断问题进行了研究。
BP neural network method is different from the traditional log interpretation method of CRA (complex reservoir analysis) and it is of a strong antijamming ability and nonlinear mapping ability.
BP神经网络不同于传统的CRA(碳酸盐岩复杂岩性处理程序)测井解释方法,具有强的抗干扰能力和非线性映射能力。
Recognition of three dimensional object is always an interesting subject. Neural network model with its associative capability is an important approach to solving such complex problem.
三维物体的识别是有重要应用意义的课题,神经网络模型是解决该复杂问题的一个途径。
The diagnosis of complex pressure fault with a large variety of information was attained by using the ability for BP neural network to synthesize and classify a large variety of information.
利用BP人工神经网络的多信息综合能力和分类能力,实现了多信息复杂压力故障的诊断,并获得了用BP算法训练网络的一些实际体会及方法。
By integrating expert system with fuzzy neural network, a new type of two-level coordination intelligent control system used in complex industrial processes is proposed in this paper.
针对复杂工业过程控制系统的特点,提出一种专家系统和模糊神经网络相结合的二级协调智能控制系统。
Meanwhile a HCMAC neural network is fabricated to replace the complex calculation of the inverse Jacobian mapping.
同时,利用分层神经网络代替视觉空间到任务空间的映射,避免了复杂的逆矩阵计算。
Using this improved evolutionary neural network, the complex relationship between the design parameters and the stability after reinforcement and the cost of the project is expressed successfully.
利用此进化神经网络较准确地表达了滑坡加固方案中设计参数与加固后滑坡的总体稳定性和工程造价之间的复杂映射关系。
The model is suitable for fuzzy prediction and control of complex system because the recognition method of fuzzy module parameters based on the theory of neural network is adopted.
该模型采用基于神经网路理论的模糊模型参数辨识方法,很适合于复杂系统的模糊预测和控制。
Aiming at the difficulties in modeling the complex MIMO system, the multilayer local recurrent neural network is used to build the predictive model of the process off-line.
针对复杂多变量系统难以建模的问题,采用多层局部回归神经网络离线建立其预测模型。
Neural network is a kind of highly complex nonlinear dynamic system, and chaotic phenomenon was found in it.
神经网络是高度复杂的非线性动力系统,存在着混沌现象。
A fault diagnosis method is presented in this paper which is based on the rough neural network and network ripping and for the complex equipment.
利用网络撕裂法逐层将复杂装备撕裂为较为简单的单元,并充分利用粗糙集和神经网络融合方法的优点进行故障诊断。
Neural Network, as an important part of AI, is fit for the solution of complex clustering which with mass parameters.
神经网络是人工智能领域的重要组成部分,适合解决多参数的聚类分析等复杂问题。
But there are still some drawbacks about the neural network, especially in large complex system.
但是,目前的神经网络也存在一些缺陷,特别是在大型复杂系统的场合更加突出。
For gesture images in YUV field, firstly we divide hand image from complex background, then make further process, then make recognition by using neural network.
对手部图像,在YUV域中,首先将待识别图像从复杂背景中划分出来,这样再进一步处理,然后利用神经网络法进行识别。
Complex network can be tangible objects in the Euclidean space, such as electric power grids, the Internet, highways or subway systems, and the neural network.
在欧氏空间中复杂网络可以是有形物体,如电力网、互联网、高速公路或地铁系统、甚至神经网络等等。
Artificial neural network (ANN) is widely applied to the modeling of complex systems, and now it has become a common modeling method in the study of materials science.
人工神经网络技术广泛应用于复杂系统的建模中,已成为材料科学研究中常用的建模方法。
With the excellence in complex and non-linear information processing, artificial neural network is fitter for the forecasting of fetal weight than traditional regression methods.
对复杂的、非线性信息处理有其独特的优势。在预测胎儿体重这一领域,人工神经网络的方法比传统的回归分析法有着更大的优势。
The neural network model of the equivalent complex refractive of random rain media is developed by means of the improved BP algorithm, based on the electromagnetic wave propagation theory.
利用改进的BP算法,结合电波传播理论,建立了随机雨介质的等效复折射指数的神经网络模型。
In this paper, a hybrid fuzzy neural network architecture is proposed for complex diagnosis objects. A series of fuzzy neural sub networks are integrated to perform the task of fault classification.
对于复杂的诊断对象,本文提出了一种复合模糊神经网络结构,该神经网络结构集成了一系列模糊神经子网络,来完成故障分类任务。
Due to the high-dimensional mapping that neural network fits contains complex intrinsic attribute dependencies, the traditional optimization methods have not conducted the analytical study on it.
由于神经网络拟合的高维映射存在复杂的内在属性依赖关系,而传统的优化方法却没有对其进行分析研究。
This paper does linear and nonlinear research on the medical indexes and geographical factors, thus the complex linear model and the nonlinear BP neural network model between them are established.
对医学指标与这些地理学指标进行了线性和非线性的研究,从而建立它们之间的复杂线性模型和非线性BP神经网络模型。
Experiment results show that the algorithm can obtain the advantages of the fuzzy system and the neural network can have better performance in controlling the nonlinear and complex system.
仿真实验表明,该算法可实现模糊控制和神经网络的优势互补,对非线性复杂系统具有良好的控制性能。
In this paper, radial basis function neural network was employed to approximate the nonlinear complex relationship of all factors.
本文使用径向基神经网络确定各个因素之间的非线性复杂关系。
In this paper, a new complex-valued blind equalization algorithm based on the feedforward neural network (N-FNN) is proposed.
提出了一种新的前馈神经网络(N - FNN)复值盲均衡算法。
Hence, it is suggested that the artificial neural network method should be adopted when a complex relationship of multiple geological factors is taken into account.
因此,当描述多个地质因素的复杂关系时,应提倡采用人工神经网络法。
Then, use the characteristic of RBF neural network can represent all functions at any accuracy to simulated surface of this complex spatial distribution function of the nonlinear.
该算法利用RBF网络能以任意精度逼近任意函数的特性,模拟地表空间分布这一复杂的非线性函数。
Then, use the characteristic of RBF neural network can represent all functions at any accuracy to simulated surface of this complex spatial distribution function of the nonlinear.
该算法利用RBF网络能以任意精度逼近任意函数的特性,模拟地表空间分布这一复杂的非线性函数。
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