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: |
Size: 71680 |
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: |
Size: 53248 |
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: |
Size: 23552 |
Author:梁锦兆 |
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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: |
Size: 8192 |
Author:楚湘华 |
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Description: This M-file is about using Particle Swarm Algorithm (PSO) to train a Fuzzy Neural Network. Platform: |
Size: 1024 |
Author:Mehran Ahmadlou |
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Description: 用PSO算法优化神经网络，全面，并且有数据，这是我的毕业设计，得到了老师的认可，希望得到大家的认可。-PSO algorithm used to optimize neural network, comprehensive, and there is data, this is my graduation project, approved by the teachers hope that it will be recognized by everyone. Platform: |
Size: 608256 |
Author:寇振强 |
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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: |
Size: 208896 |
Author:huang |
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Description: An Improved PSO Algorithm to Optimize BP Neural Network
Abstract
This paper presents a new BP neural network
algorithm which is based on an improved particle swarm
optimization (PSO) algorithm. The improved PSO (which
is called IPSO) algorithm adopts adaptive inertia weight
and acceleration coefficients to significantly improve the
performance of the original PSO algorithm in global
search and fine-tuning of the solutions. This study uses the
IPSO algorithm to optimize authority value and threshold
value of BP nerve network and IPSO-BP neural network
algorithm model has been established. The results
demonstrate that this model has significant advantages
inspect of fast convergence speed, good generalization
ability and not easy to yield minimal local results Platform: |
Size: 252928 |
Author:dasu |
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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 - PSO neural network