Description: 应用PSO训练神经网络Visual C++ 训练结果优于BP,该方法用于模式识别、知识挖掘等-PSO application for training the neural network training Visual C BP superior results, the method for pattern recognition, knowledge mining, etc. Platform: |
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Author:林献坤 |
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Description: 粒子群优化算法！！！
系统地介绍了粒子群优化算法,归纳了其发展过程中的各种改进如惯性权重!收敛因子!跟踪并
优化动态目标等模型"阐述了算法在目标函数优化!神经网络训练!模糊控制系统等基本领域的应用并
给出其在工程领域的应用进展,最后,对粒子群优化算法的研究和应用进行了总结和展望,指出其在计算
机辅助工艺规划领域的应用前景"-PSO algorithm! ! ! A systematic introduction to PSO algorithm, summed up its development process such as the improvement of inertia weight! Convergence factor! track and dynamic optimization model objectives, "explained the algorithm optimization objective function! Neural Network Training! Fuzzy Control System basic areas of application and gives the project from its the application domain, finally, the PSO algorithm research and application of the summary and outlook. pointed out in the field of computer-aided process planning applications prospects " Platform: |
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Author:八云 |
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Description: PSO算法具有快速收敛而且有很强的跳出局部最优从而找到全局最优点的能力，故可以用它来训练优化神经网络，此程序主要研究这个方面。-PSO algorithm is fast and has a strong convergence of jumping out of the local optimal thus find the most advantages of the overall capacity, it can be used to train the neural network optimization, this procedure major study this aspect. Platform: |
Size: 2048 |
Author:lt |
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Description: 此程序包是用粒子群算法来训练神经网络参数，只要打开demoPSOnet.m运行了，会出现动态的二维图-This package is used PSO to train neural network parameters, as long as the open demoPSOnet.m run, there will be a dynamic two-dimensional map Platform: |
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Author:梁锦兆 |
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Description: 粒子群优化算法(PSO)是一种进化计算技术(evolutionary computation)，有Eberhart博士和kennedy博士发明。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 computation technique (evolutionary computation), has Dr. Eberhart and Dr. kennedy invention. Deriving from the behavior of birds of prey PSO with genetic algorithm is similar to an iterative optimization-based tools. System initialization for a group of random solutions, through the iterative search for optimal values. But there is no cross-genetic algorithm used (crossover) and mutation (mutation). But the particles in the solution space of the particles to follow the optimal search. In detail the steps after the introduction sections compared with the genetic algorithm, PSO has the advantage of being simple and easy and did not realize many of the parameters need to be adjusted. Has been widely applied to function optimization, neural network training, fuzzy system control, as well as other genetic algorithm applications Platform: |
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Author:zzh |
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Description: 改进的神经网络PSO,主要用于成功度评价,本例是电厂的成功度评价模型和数据.-Improved neural network PSO, mainly used in the successful evaluation, which in this case is the success of the plant model and data evaluation. Platform: |
Size: 1024 |
Author:刘庆超 |
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Description: pso优化bp神经网络的程序,是师兄论文里的程序,希望对大家有用!-PSO bp neural network optimization procedure is the senior thesis in the process, I hope useful for all of us! Platform: |
Size: 2048 |
Author:liyan |
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Description: 利用pso算法训练人工神经网络的源代码。-PSO algorithm for the use of training artificial neural network source code. Platform: |
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Author:楚湘华 |
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Description: PSO 算法与RBF神经网络算法的结合,有一定借鉴价值-PSO algorithm and the combination of RBF neural network algorithm, there is a certain reference value to Platform: |
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Author:huang |
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Description: 基于PSO的小波神经网络，有PSO的详解文档，wnn应用，效果一般-Wavelet neural network based on PSO, PSO' s Detailed documents are, wnn application, the general effect Platform: |
Size: 197632 |
Author:zhang |
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Description: 运用神经网络pso的算法进行极值的搜索，并且以函数例子进行了演示。-Use grnn neural network algorithms for data prediction, and the cargo as an example for a demonstration. Platform: |
Size: 2048 |
Author:xcxc |
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Search - NEURAL NETWORK PSO