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Description: 利用微粒群算法（pso）优化支持向量机（SVM）的参数-c,-g-Using pso optimized support vector machine parameters-c,-g
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Size: 1024 |
Author: 刘明丹 |
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Description: A distributed PSOSVM hybrid system with feature selection and parameter optimization
-Abstract
This study proposed a novel PSO–SVM model that hybridized the particle swarm optimization (PSO) and support vector machines (SVM) to
improve the classification accuracy with a small and appropriate feature subset. This optimization mechanism combined the discrete PSO with the
continuous-valued PSO to simultaneously optimize the input feature subset selection and the SVM kernel parameter setting. The hybrid PSO–SVM
data mining system was implemented via a distributed architecture using the web service technology to reduce the computational time. In a
heterogeneous computing environment, the PSO optimization was performed on the application server and the SVM model was trained on the
client (agent) computer. The experimental results showed the proposed approach can correctly select the discriminating input features and also
achieve high classification accuracy.
# 2007 Elsevier B.V. All rights reserved.
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Size: 565248 |
Author: alice |
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Description: pso优化SVM分类，直接调用win32的SVM-pso optimal SVM classification, the SVM directly call win32
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Size: 1024 |
Author: wangyufei |
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Description: pso算法优化向量机，可用于实现参数的最优化实现-pso algorithm optimization vector machine can be used to achieve the optimum parameters to achieve
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Size: 1024 |
Author: sth |
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Description: 一种利用稻田算法来优化支持向量机的程序，能实现支持向量机的参数优化-algorithm Using a paddy field to optimization support vector machine procedure, can realize the support vector machine parameters optimization
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Size: 5120 |
Author: 胡汇涓 |
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Description: 利用粒子群演算法來實作支援向量機，藉此來改善支向機之缺點如對大量資料的預測不準確，速度慢等。-utilization Particle Swarm Optimization to constructed support vector machine.
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Size: 111616 |
Author: scott |
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Description: pso优化svm的程序。C版。可以用于一些预测性问题-pso optimization svm
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Size: 7168 |
Author: zwy |
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Description: 实现pso优化svm的程序。并有实验数据作了说明-Achieve pso to optimize the procedure of the svm. And experimental data gave an explanation
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Size: 1024 |
Author: zhangjinhui |
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Description: 粒子群优化算法优化支持向量的源程序！粒子群优化算法优化支持向量的源程序！-Particle swarm optimization algorithm to optimize the source of support vector Particle swarm optimization algorithm to optimize the source of support vector
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Size: 111616 |
Author: dw |
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Description: 有关于粒子群法以及用粒子群法来优化支持向量机法的研究论文-Research papers on particle swarm method and particle swarm optimization support vector machine
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Size: 388096 |
Author: 郝帅 |
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Description: 比较好用的粒子群优化svm的故障诊断代码-Relatively easy to use particle swarm optimization svm DTCs
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Size: 10240 |
Author: 江召 |
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Description: 基于粒子群优化的支持向量机风电功率预测，采用PSO对支持向量机算法进行优化。-Based on PSO support vector machine wind power prediction, using PSO support vector machine algorithm for optimization.
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Size: 1024 |
Author: 李颖 |
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Description: 将SVM与粒子群算法(PSO)相结合,充分利用SVM在处理小样本回归问题上具有的独特优越性及PSO全局搜索优化等特点-SVM and particle swarm optimization algorithm (PSO) combined with SVM, makes full use of the unique superiority and the PSO global search optimization features in small sample regression problems on
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Size: 2048 |
Author: matlab |
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Description: pso算法在svm上的实践，有很强的应用价值，希望大伙会喜欢哦-Practice of PSO algorithm on SVM, it has strong application value, I hope everyone will like
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Size: 221184 |
Author: 雷锋 |
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Description: 关于遗传算法的SVM的代码，有的需要自己改改，很不错的。-Code about genetic algorithm of SVM, some need to change myself, very good.
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Size: 2048 |
Author: 陈义 |
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Description: 一种基于pso与svm的算法，希望对大家有帮助-Based on pso and the algorithm of SVM, hope to help everyone
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Size: 3551232 |
Author: 怪兽 |
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Description: PSOSVM為粒子群參數最佳化演算法搭配支撐向量機，此演算法結構簡單，易於理解，適合初學者使用。-PSOSVM parameters for the particle swarm optimization algorithm with support vector machine, this algorithm is simple structure, easy to understand for beginners.
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Size: 2048 |
Author: san |
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Description: 利用粒子群优化算法优化支持向量机的惩罚参数Cg，提高效率、准确率。-Particle swarm optimization algorithm to optimize SVM penalty parameter Cg, improve efficiency and accuracy.
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Size: 1024 |
Author: 老醋花生 |
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Description: 一种自适应粒子群算法，MATLAB直接编译通过-An adaptive particle swarm algorithm, MATLAB directly compiled through
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Size: 1024 |
Author: xulin |
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Description: 粒子群优化支持向量机代码，可用于预测分析(Particle swarm optimization support vector machine code, can be used for predictive analysis)
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Size: 1024 |
Author: 吾笑翻矣
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