least squares support vector machine 添加释义
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...最小二乘支持向量机；粒子群优化；油液污染度 [gap=806]Keywords: combining forecast, least squares support vector machine (LS-SVM), particle swarm optimization (PSO), fluids contamination ..
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Least squares support vector machine
- abstract: Least squares support vector machines (LS-SVM) are least squares versions of support vector machines (SVM), which are a set of related supervised learning methods that analyze data and recognize patterns, and which are used for classification and regression analysis. In this version one finds the solution by solving a set of linear equations instead of a convex quadratic programming (QP) problem for classical SVMs.
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双语例句
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Model predictive control with least squares support vector machine (LS-SVM) has good control performance on the ship course even under the condition of disturbance and model parameter perturbation.
基于最小二乘支持向量机的船舶航向预测控制系统对外界干扰及模型参数摄动均具有较好的适应能力以及良好的控制性能。
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A method of forecasting Fujian GDP was recommended based on least squares support vector machine (LS-SVM).
提出一种基于最小二乘支持向量机的福建省GDP预测方法。
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A fault diagnosis method for satellite attitude control systems is presented based on least squares support vector machine (LSSVM).
提出了一种基于最小二乘支持向量机(LSSVM)非线性观测器的卫星姿态控制系统故障诊断方法。
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