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动量-自适应学习调整算法(BP改进算法)应用实例
- 动量-自适应学习调整算法(BP改进算法)应用实例.zip- Momentum - auto-adapted study adjustment algorithm (BP improvement algorithm) application example zip
一个主要用于预测和分类的源程序
- 开发环境:Matlab 简要说明:程序包含的设置包括:列数、样本总个数、建模样本数、预报因子数、预报对象数、学习因子、 动量因子、训练次数、总体误差、隐节点数。-development environment : Matlab brief descr iption : program includes the installation including : number, the total sample number, the number of samples modeling
bp2
- 基于梯度下降的BP算法,可以调整学习率可动量因子.-based on the gradient descent algorithm BP, the learning rate can be adjusted momentum factor.
Backpropagation Network with Bias Terms and Moment
- 附加了动量项BP神经网络-Additional items of Momentum BP neural network
BPpredict
- 运用比例共轭梯度动量算法来训练BP网络并对机械振动峰峰值进行预测。-use ratio conjugate gradient algorithm to train the momentum BP also peak of mechanical vibration prediction.
bpnnet_156
- 传一个用Matlab写的关于动量-自适应学习调整算法(BP改进算法)应用实例- Passes on to write with Matlab about the momentum - auto-adapted study adjustment algorithm (BP improvement algorithm) the application example
BPexample
- 开发环境:Matlab 简要说明:动量-自适应学习调整算法。在实际应用中,原始的BP算法很难胜任,因此出现了很多的改进算法。BP算法的改进主要有两种途径,一种是采用启发式学习方法,另一种则是采用更有效的优化算法。本例采用动量BP算法,来实现对网络的训练过程,动量法降低了网络对于误差曲面局部细节的敏感性,有效地抑制网络陷于局部极小。-development environment : Matlab Brief Descr iption : Momentum-adaptive learning
gaijin-BP
- 包含了用matlab编写的bp程序和动量-自适应学习调整算法(BP改进算法)程序。-includes using Matlab bp prepared by the procedures and momentum-adaptive learning algorithm adjustments (BP improve operator France) program.
DWNN_nn
- 小波神经网络的分类识别,学习率因子,网络动量项因子,网络多分辨级数,网络平移参数 都可自己选。本例输入节点5,输出5。可识别五种信号。-wavelet neural network classification, the learning rate factor, network momentum contribution factor, network multiresolution series. Translation network parameters can be of his ow
wxy353
- 程序包含的设置包括:列数、样本总个数、建模样本数、预报因子数、预报对象数、学习因子、 动量因子、训练次数、总体误差、隐节点数。-procedures contained in the set include : number, the total sample number, the number of samples modeling, forecasting several factors, forecasting several targets, learning factor, mome
bp.pso.rar
- 标准BP神经网络算法程序:动量BP算法程序:% 调用 TRAINGDX 算法训练 BP 网络 粒子群优化神经网络源程序,The standard BP neural network algorithm procedure: momentum BP algorithm procedure: TRAINGDX called BP network training algorithm particle swarm optimization neural network source code
BP神经网络结构PID控制器设计
- BP神经网络结构PID控制器设计,严格按照增加动量项写的MATLAB程序。,Structure of BP neural network PID controller design, in strict accordance with the increasing momentum of procedures written in MATLAB.
ns_vetex
- 不可压ns方程主程序,包括动量方程,压力方程等。-Incompressible ns main equations, including momentum equation, the pressure equation, etc.
AERODYN
- 这是采用Fortran语言编写的用于风力机性能预测的动量叶素理论的程序,大家可以一起研究下。-It is written using Fortran for performance prediction of wind turbine blade element momentum theory of the process, we can study together the next.
bpnnet_154
- L-M算法。除了动量法(基于梯度下降的训练算法)外,学习率自适应调整策略是BP算法改进的另一种途径,它利用Levenberg-Marquardt优化方法,从而使得学习时间更短。其缺点是,对于复杂的问题,该方法需要很大的存储空间。 -L-M algorithm. In addition to momentum (based on the gradient descent algorithm for training), learning rate adaptive strategy is to i
BPandimprovethestandardmethodofBPalgorithm
- 标准BP算法及改进的BP算法应用,主要讲了标准的BP算法,附加动量法,自适应学习率调整法。-Standard BP algorithm and the application of improved BP algorithm, the main speaker of the standard BP algorithm, the additional momentum method, adaptive learning rate adjustment method.
Back-propagation_NN
- BP neural network implementation with generalized delta learning rule and momentum-BP neural network in Matlab
momentum
- Matlab策略之动量策略,根据前P个月的收益率,选取股票收益率最高和最低的组合买入,并持有Q个月-Matlab strategy momentum strategies, based on the previous month yields P, select the highest and the lowest stock returns a combination of buy and hold Q Months
code
- 用matlab做动量反转效应分析的编程模板(momentum factor, JEGADEESH AND TITMAN,Fama-French 3 Factor-Model)