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Description: 用pso优化svm
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Size: 1752 |
Author: sjgg10@126.com |
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Description: 全局收敛的PSO算法,可用于智能运算开发-Global convergence of the PSO algorithm can be used for the development of intelligent computing
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Size: 3072 |
Author: gao |
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Description: 基于混沌粒子群与模拟退火优化算法的最小二乘支持向量机参数自选择方法，是英文-Based on Chaotic Particle Swarm Optimization Algorithm and Simulated Annealing of least squares support vector machine parameters of self-selection method, is in English
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Size: 343040 |
Author: 毛毛 |
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Description: 用遗传算法改进支持向量机的算法，虽然比较老点，但是还是很有用。-This program is about SVM which is improved by PSO.I think it is a good algorithm
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Size: 1673216 |
Author: 路红棵 |
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Description: 该文件为粒子群算法优化支持向量机模型参数的matlab代码
支持向量机模型为专门用于处理不平衡数据的成本控制型支持向量机模型
用粒子群算法优化模型中的三个主要参数：C1、C2、sigma-The file is in particle swarm optimization parameters of support vector machine model matlab code for support vector machine model designed for use with unbalanced data, cost control, support vector machine model using particle swarm optimization model of the three main parameters: C1, C2, sigma
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Size: 12288 |
Author: yudt002 |
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Description: 基于扩展记忆的粒子群优化算法（Particle Swarm Optimization based on memory）-This paper combines SVM with improved PSO (Particle Swarm Optimization with Extended Memory, PSOEM) and then builds PSOEM-SVM forecasting model. The PSOEM searches the solution space intelligently and finds out the best one. Parameters in SVM are optimized by PSOEM, which implements automation of the parameter optimization avoiding the blindness of selecting parameters. Not only does it utilize the generalization feature of SVM, but enhance the global search ability of PSO (Particle Swarm Optimization). Thus, both accuracy and speed are increased at the same time.
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Size: 12288 |
Author: 朱盼盼 |
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Description: 简单的粒子群算法用以优化SVM的惩罚参数C和核参数g-Particle Swarm Optimization SVM parameters C and g
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Size: 4096 |
Author: 张云鹏 |
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Description: 一种基于小波支持向量机和粒子群算法的多故障诊断技术。-Multi-fault classification based on wavelet SVM with PSO algorithm
to analyze vibration signals from rolling element bearings
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Size: 1496064 |
Author: 袁可红 |
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Description: 实现了 SVM 在医学图像分类中的应用，通过医学图像的实验结果验证了该方法的有效性。
对 SVM 算法进行了深入研究，结合量子行为的粒子群算法的优点，提出了一种量子行为的粒子群算法和 SVM 结合的混合分类模型，应用于医学图像的分类中。
深入研究了 K-means 算法，结合了无监督聚类和监督分类方法的优点，提出了一种 K-means 和 SVM 结合的混合分类模型，并应用于医学图像的分类中。
利用粒子群和量子行为的粒子群算法对 K-means 算法进行了改进，并将改进的K-means 算法与 SVM 算法结合形成全自动分类模型，并且把它应用于医学图像的分类中。
-SVM in the classification of medical image applications, medical images through the experimental results verify the effectiveness of the method. SVM algorithm conducted in-depth research, combined with the quantum behavior of the advantages of particle swarm optimization, PSO and SVM combined behavior of a quantum mixed classification model, applied to medical image classification. In-depth study of the K-means algorithm combines the advantages of unsupervised clustering and supervised classification method, propose a hybrid combination of a K-means and SVM classification model, and applied to the classification of medical images. Improved particle swarm algorithm using particle swarm and quantum behavior of the K-means algorithm, and improved K-means algorithm and SVM algorithm combined with the formation of a fully automatic classification model, and apply it to medical image classification.
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Size: 1626112 |
Author: 招伟杰 |
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Description: Particle swarm optimization algorithm based on support vector machine
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Size: 3072 |
Author: 他里雾 |
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Description: matlab code for pso-svm with lso
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Size: 51200 |
Author: aminfeyzi |
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Description: 利用PSO算法优化SVM向量机参数。测试指标为MAPE和均方根误差。-Optimization of SVM Parameters by PSO Algorithm. The test indexes are MAPE and root mean square error.
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Size: 2048 |
Author: gmpudn29 |
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Description: 用粒子群算法PSO,优化支持向量机SVM，提高故障分类精度。-Using particle swarm optimization (PSO, optimization of support vector machine SVM, improve the fault classification accuracy.
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Size: 2048 |
Author: 王达 |
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Description: 用简单粒子群算法PSO优化支持向量机SVM，提高故障分类精度。-Using particle swarm optimization (PSO, optimization of support vector machine SVM, improve the fault classification accuracy.
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Size: 9216 |
Author: 王达 |
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Description: 利于PSO优化的SVM，可用于解决软测量建模过程中的非线性问题(SVM, which is beneficial to PSO optimization, can be used to solve the nonlinear problems in soft sensor modeling)
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Size: 2048 |
Author: 1205
|
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Description: pso优化SVM分类，直接调用win32的SVM(PSO optimizes the SVM classification and calls directly the SVM of Win32)
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Size: 16384 |
Author: scheng |
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Description: 电力负荷预测是电力系统规划的重要组成部分，也是电力系统经济运行的基础，其对电力系统规划和运行都极其重要。利用粒子群算法优化支持向量机更加高效准确预测电力负荷。(The power load forecasting is an important part of the power system planning, and it is also the basis of the economic operation of the power system. It is very important to the planning and operation of the power system. Particle swarm optimization is used to optimize SVM to predict power load more efficiently and accurately.)
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Size: 12288 |
Author: 偏执狂abc |
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Description: PSO-LSSVM分类测试程序代码模板,PSO优化LSSVM工具箱——分类部分(PSO-LSSVM Classification Test Program Code Template, PSO Optimizing LSSVM Toolbox-Classification Part)
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Size: 185344 |
Author: 晚12 |
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Description: 粒子群算法优化libsvm参数，可以自行修改，亲测可用(Particle Swarm Optimization (PSO) optimizes the parameters of libsvm, which can be modified by itself and can be used for pro-test.)
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Size: 46479360 |
Author: slowwalkor |
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Description: phog方法提取图像特征，svm支持向量机进行分类，分别有GA遗传算法和PSO粒子群优化算法进行寻优。(Phog method extracted image features, SVM support vector machine classification, respectively, GA genetic algorithm and PSO particle swarm optimization algorithm for optimization.)
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Size: 31901696 |
Author: 隋易帝 |
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