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本文基于遗传算法思想,采用浮点数矩阵表示编码,在遗传算法的进化过程中加入一定的约束条件等方法,探讨了网络结构的设计和学习。经实例分析,在用于建立大坝安全监控预报模型的前馈神经网络设计中,该方法在满足一定约束条件下,能同时有效地寻找合适的网络结构和相应的参数(神经网络的权值和阈值),且在精度和速度上都有较大的提高,为实现实时在线分析评价大坝的安全性态提供了有力的技术支持。-Based on the genetic algorithm, using a float matrix coding, Ge
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基于BP神经网络的字符识别,很不错的啊该系统是为了辨认识别图像中的数字而设计的,它通过对图片的一系列处理,最后识别得出图片中显示的数字。-Based on BP neural network character recognition, it is good ah the system is designed to identify the number of images to identify and design, it adopted a series of picture proces
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关于飞行器的英文博硕论文,主要涉及到基于神经网络的飞控系统的设计。-Bo-seok on the aircraft in English papers, mainly related to neural network-based flight control system design.
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These set of programs are written to design a robust power system stabilizer for minimizing the effects of low frequency oscillations in electric power systems. A complete nonlinear model of the power system represented by a single machine connected
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通过采用神经网络中的Clipping方法和MonteCarlo修改学习算法,对用于光学模式识别的纯相位二值化匹配滤波器进行了优化设计。计算机模拟结果表明,和传统的纯相位匹配滤波器的相关输出结果相比,其识别输出的信噪比和信号相关峰值得到了明显的提高,从而为今后的光学实现奠定了良好的基础。-Through the use of neural network methods and MonteCarlo modify Clipping learning algorithm for optical pa
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this document is about ART1 artificial neural network design
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摘要:为了减少先验知识对统一潮流控制器中模糊规则的设计和电力系统参数的变化对统一潮流控制器性能的影响, 文中采用模糊神经网络来设计统一潮流控制器-Abstract: In order to reduce a priori knowledge of the unified power flow controller in the fuzzy rules in the design and power system parameters on the unified power flow contr
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基于蚁群粒子群的模糊神经网络交通流量预测,是做毕业设计参考的文献,希望对做交通流预测的同学有帮助-Ant particle swarm-based fuzzy neural network traffic flow forecasts, is doing graduate design reference literature, and help students to do traffic flow forecasting
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BP神经网络,matlab环境下利用BP算法,采用BP神经元网络的设计方法实现分类器的设计-BP neural network BP algorithm Matlab environment, using BP neural network design method classifier design
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:根据公交站点客流集散量,选用合适的BP神经网络构建公交车辆调度形式的神经网络预报
模型.运用BP神经网络Matlab工具箱设计的基本方法与过程,将BP网络模型引入公交车辆的调
度方案研究,计算结果表明,BP模型应用于公交车辆调度形式预测中具有较高的预测精度和良好
的泛化能力-according to the bus station passenger flow distribution quantity, choose suitable BP neural network cons
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立体匹配的教程ppt,设计到人工神经网络,遗传算法在立体匹配方面的应用-Stereo matching tutorial PPT, design to the artificial neural network, genetic algorithm is applied in stereo matching
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bp神经网络的设计 希望大家相互探讨 相互学习 -bp neural network design hope we mutually explore and learn from each other
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(1)针对在线计算量大这一缺陷,将预测控制中的柔化输出信号的思想推广到柔化输入信号,使得约束条件被简化为仅对当前控制量的约束,可以直接计算得出;同时该方法避免了求逆矩阵,大大减小了计算量,并能够保证控制算法的可行性和良好的控制性能。
(2)针对传统算法中设计参数整定困难这一缺点,应用基于BP神经网络变参数设计的广义预测控制算法,实现了对控制量柔化参数的在线调整。
(3)利用带有遗忘因子的最小二乘法对系统辨识。本文通过仿真发现该方法对于Hénon混沌系统并不完全适用,可考虑利用其他优化系统
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在程序设计和调试过程中①只要在程序中增加类似m或n的循环语句,便可用神经网对三维或三维以上的非线形函数训练,也可以用在复杂系统二个以上独立变量、任意维非线性动态参数的辨识-In program design and debugging process ① similar increase in the program as long as m or n of the loop, you can use the neural network over a three-dimensional or
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关于神经网络原理以及设计公认的最好的书籍-The principle of neural network and MATLAB design is recognized as one of the best books
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fpga论文《BP神经网络图像压缩算法乘累加单元的FPGA设计》-fpga thesis "BP neural network image compression algorithm multiply-accumulate unit of FPGA design."
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The paper deals with a controller design for the nonlinear processes using genetic
algorithm and neural model. The aim was to improve the control performance using
genetic algorithm for optimal PID controller tuning. The plant model has been
id
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PID神经网络控制器的设计,用神经网络的自学习能力,在线整定PID控制器的参数。-Design of PID neural network controller, with self-learning ability of neural network, on-line tuning parameters PID controller.
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Design of PID controller of BP neural network based on DSP
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Even since the introduction of backpropagation in 1986,
neural networks have gained considerable attention from
researchers for more than two decades now. A variety of
neural network models have been designed and applied
successfully to solve
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