Research on Application of Regression Least Squares Support Vector Machine on Performance Prediction of Hydraulic Excavator

In order to improve the performance prediction accuracy of hydraulic excavator, the regression least squares support vector machine is applied. First, the mathematical model of the regression least squares support vector machine is studied, and then the algorithm of the regression least squares supp...

Full description

Bibliographic Details
Main Author: Zhan-bo Chen
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Journal of Control Science and Engineering
Online Access:http://dx.doi.org/10.1155/2014/686130