Description: 粒子群优化算法(PSO)是一种进化计算技术(evolutionary computation).源于对鸟群捕食的行为研究 PSO同遗传算法类似，是一种基于叠代的优化工具。系统初始化为一组随机解，通过叠代搜寻最优值。但是并没有遗传算法用的交叉(crossover)以及变异(mutation)。而是粒子在解空间追随最优的粒子进行搜索。详细的步骤以后的章节介绍 同遗传算法比较，PSO的优势在于简单容易实现并且没有许多参数需要调整。目前已广泛应用于函数优化，神经网络训练，模糊系统控制以及其他遗传算法的应用领域-Particle Swarm Optimization (PSO) is an evolutionary technology (evolutionary computation). Predatory birds originated from the research PSO with similar genetic algorithm is based on iterative optimization tools. Initialize the system for a group of random solutions, through iterative search for the optimal values. However, there is no genetic algorithm with the cross- (crossover) and the variation (mutation). But particles in the solution space following the optimal particle search. The steps detailed chapter on the future of genetic algorithm, the advantages of PSO is simple and easy to achieve without many parameters need to be adjusted. Now it has been widely used function optimization, neural networks, fuzzy systems control and other genetic algorithm applications Platform: |
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Description: 该程序运用遗传算法优化神经网络，对军费预测问题进行编程-the process of genetic algorithm optimization using neural networks for military spending, the forecast for Programming Platform: |
Size: 1024 |
Author:容容 |
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Description: 该程序用遗传算法对人工神经网络进行优化，预测sars的变化趋势-the process of using genetic algorithms for artificial neural network optimization, forecasting the trend EX/108 Platform: |
Size: 49152 |
Author:凯斯 |
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Description: 遗传bp神经网络在pid控制器中的应用,多多指教-genetic bp pid neural network controller in the application of the exhibitions! ! Platform: |
Size: 84992 |
Author:angel |
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Description: 应用遗传算法与类神经网络于混沌系统之辨识.pdf-application of genetic algorithms and neural networks in the chaotic system of identification. Pdf Platform: |
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Author:肖晨光 |
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Description: 使用遗传算法来训练神经网络，编写的matlab源程序，供大家参考。-The use of genetic algorithms to train neural networks, the preparation of the matlab source code for reference. Platform: |
Size: 1024 |
Author:张杰 |
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Description: 利用遗传算法训练神经网络的matlab程序，可避免神经网络训练的局部最优问题。-The use of genetic algorithm matlab neural network training procedure can avoid the neural network training problem of local optimum. Platform: |
Size: 4096 |
Author:lxdfox |
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Description: 递归遗传算法，可以非常有效的对神经网络的结构和初始权值进行优化。-Recursive genetic algorithm, can be very effective on the neural network structure and initial weights are optimized. Platform: |
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Author:chenhuan |
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Description: 由于BP网络的权值优化是一个无约束优化问题，而且权值要采用实数编码，所以直接利用Matlab遗传算法工具箱。以下贴出的代码是为一个19输入变量，1个输出变量情况下的非线性回归而设计的，如果要应用于其它情况，只需改动编解码函数即可。程序需要调用gaot工具箱.-As a result of BP network weights optimization is a constrained optimization problems, and weights to be used real-coded, so the direct use of Matlab genetic algorithm toolbox. Posted the following code is for a 19 input variables, an output variable in case of non-linear regression designed, if applied to other situations, simply change your codec function. Procedures need to call gaot toolbox. Platform: |
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Description: 遗传算法和神经网络混合编程，可用于优化计算，仅供参考-Genetic algorithm and neural network hybrid programming, can be used to optimize the calculation, for reference only Platform: |
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Author:蒋立勇 |
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Description: 遗传算法和神经网络联合用于数据融合，附说明文档和参考文献，matlab应用-Genetic algorithms and neural networks for data fusion joint, with documentation and references, matlab application Platform: |
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Author:houjie |
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Description: nnToolKit 神经网络工具包是基于 MATLAB 神经网络工具箱自行开发的一组神经网络算法函数库，其中的函数在MATLAB环境下均可独立运行，并可打包成DLL组件，这些组件作为独立的COM对象，可以直接被Visual Basic、Visual C++ 、C++ Builder或其它支持COM的高级语言所引用。本工具包中包含的算法包括BP算法中的一些改进算法、模糊神经网络、小波神经网络、遗传算法优化神经网络权值改进算法等，根据需要，读者还可以对该工具包进行扩展，即扩充一些新的函数，以实现特殊的算法需求。-nnToolKit neural network tool kit is based on the MATLAB neural network toolbox developed by a group of neural network algorithm library, which functions in the MATLAB environment can be run independently, and packaged into a DLL components, these components as a separate COM object, can be directly by Visual Basic, Visual C++, C++ Builder or other high-level language support COM quoted. The toolkit includes algorithms, including some of the BP algorithm to improve the algorithm, fuzzy neural network, wavelet neural networks, genetic algorithms to optimize neural network weights to improve the algorithm, if necessary, readers can also expand the tool kit, namely the expansion of some new function, the algorithm in order to achieve special needs. Platform: |
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Author:魏建明 |
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Description: 基于遗传算法对rbf神经网络的径向基宽度进行优化的matlab程序-Based on genetic algorithm rbf radial basis neural network to optimize the width of the matlab program Platform: |
Size: 4096 |
Author:王建 |
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Description: 本书共有30个MATLAB神经网络的案例,包括BP、RBF、SVM、SOM、Hopfield、LVQ、Elman、小波等神经网络,还包含PSO(粒子群)、灰色神经网络、模糊网络、概率神经网络、遗传算法优化等内容。-The book consists of 30 MATLAB neural network case (including program can be run), including BP, RBF, SVM, SOM, Hopfield, LVQ, Elman, wavelet neural networks, etc. also contains the PSO (PSO), gray neural networks, fuzzy networks, probabilistic neural networks, genetic algorithm optimization and so on. Platform: |
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Author:万二 |
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