Citation: | LIU Luzhou, XIAO Jian, WANG Song. αth-Order Inverse Control Based on Online Least Square Support Vector Machines[J]. Journal of Southwest Jiaotong University, 2009, 22(3): 375-379. |
戴先中.多变量非线性系统的神经网络逆控制方法[M].北京:科学出版社,2005:93-122.[2] VAPNIK V.The nature of statistical learning theory[M].New York:Springer-Verlag,1999:68-179.[3] SUYKENS J A K.Support vector machines:a nonlinear modeling and control perspective[J].European Journal of Control,2001,7(2-3):311-327.[4] SUYKENS J A K,VANDEWALLE J.E J,de MOOR B.Optimal control by least Square support machines[J].Neural Networks,2001,14(1):23-35.[5] MA J S,THEILER J,PERKINS S.Accurate on-line support vector regression[J].Neural Computation,2003,15(11):2683-2703.[6] WANG Hui,PI Daoying,SUN Youxian.Online SVM regression algorithm-based adaptive inverse control[J].Neurocomputing,2007,70(4-6):952-959.[7] TANG Hesheng,XUE Songtao,CHEN Rong,et al.Online weighted LS-SVM for hysteretic structural system identification[J].Engineering Structures,2006,28(12):1728-1735.[8] 肖建,于龙,白裔峰.支持向量回归中核函数和超参数选择方法综述[J].西南交通大学学报,2008,43(3):297-303.XIAO Jian,YU Long,BAI Yifeng.Survey of the selection of kernels and hyper-parameters in support vector regression[J].Journal of Southwest Jiaotong University,2008,43(3):297-303.
|
[1] | LIU Wei, LI You, ZHANG Jian, ZHANG Hao, ZHANG Yan. Calculation of Urban Rail AC/DC Power Supply with Intermittent Duty of Inverter Feedback Devices[J]. Journal of Southwest Jiaotong University, 2022, 57(2): 384-391. doi: 10.3969/j.issn.0258-2724.20200594 |
[2] | LIU Wei, ZHANG Hao, ZHANG Jian, LI You, PAN Weiguo, LI Qunzhan. Optimal Siting and Sizing forInverter Feedback Devices Applied in Urban Rail Transit[J]. Journal of Southwest Jiaotong University, 2021, 56(6): 1355-1362. doi: 10.3969/j.issn.0258-2724.20200402 |
[3] | WANG Zhonghao, GUO Xifeng, YANG Xingyu. Bearing Capacity Evaluation of Tunnel-Type Anchorage Based on Artificial Intelligent Algorithm[J]. Journal of Southwest Jiaotong University, 2021, 56(3): 534-540. doi: 10.3969/j.issn.0258-2724.20200165 |
[4] | HUANG Xiaorong, GAO Hongli, MAO Run, LI Shichao, WEN Juan. Backstepping Control of Attitude Adjustment Servo Platform Based on LS_SVM[J]. Journal of Southwest Jiaotong University, 2017, 30(3): 618-625. doi: 10.3969/j.issn.0258-2724.2017.03.025 |
[5] | GUO Lei, GAO Xiaojie, LI Qunzhan. Decision and Control of Catenary On-Line Anti-icing Current in Autotransformer Power Supply System[J]. Journal of Southwest Jiaotong University, 2014, 27(6): 1045-1051. doi: 10.3969/j.issn.0258-2724.2014.06.016 |
[6] | QUAN Wei, CHEN Jinxiong, JIANG Yongquan, YU Nanyang. Real-Time Object Tracking Based on Hough Ferns[J]. Journal of Southwest Jiaotong University, 2014, 27(3): 477-484. doi: 10.3969/j.issn.0258-2724.2014.03.017 |
[7] | GENG Liyan, LIANG Yigang. Prediction of Railway Freight Volumes Based on Grey Adaptive Particle Swarm Least Squares Support Vector Machine Model[J]. Journal of Southwest Jiaotong University, 2012, 25(1): 144-150. doi: 10.3969/j.issn.0258-2724.2012.021.01.024 |
[8] | YOU Wei, FAN Dongming. Nonlinear Least Squares Adjustment Based on Improved Homotopy Algorithm[J]. Journal of Southwest Jiaotong University, 2009, 22(2): 181-185. |
[9] | BAI Yifeng, XIAO Jian, YU long. Block-Wise Kernel Partial Least-Squares Method[J]. Journal of Southwest Jiaotong University, 2007, 20(5): 626-630. |
[10] | HAO Wenbin, LI Qunzhan, HUANG Yongrong, HAN Zhengqing. New Algorithm for Inrush Current Identification of Transformer Based on Support Vector Machine[J]. Journal of Southwest Jiaotong University, 2007, 20(4): 490-493. |
[11] | HU Dan, XIAO Jian, CHE Chang. Support Vector Machine with Scaling Kernel and Its Application in Dynamic System Identification[J]. Journal of Southwest Jiaotong University, 2006, 19(4): 460-465. |
[12] | XU Min, ZHANG Liping, ZHU Wujia. Document Classification by Semi-supervised Online Learning Based on ART[J]. Journal of Southwest Jiaotong University, 2006, 19(3): 335-340. |
[13] | ZHANG Guang-peng, LEIBo. NeuralNetwork Online Control to Road Tunnel with LongitudinalVentilation[J]. Journal of Southwest Jiaotong University, 2005, 18(6): 765-768. |
[14] | FAN Dong-min. Nonlinear Programming Algorithms for Nonlinear Least Squares Adjustment by Parameters[J]. Journal of Southwest Jiaotong University, 2001, 14(5): 476-481. |
[15] | ZHANGJie. A Study on Crack Resistance of Subway Station Top Floor during Construction[J]. Journal of Southwest Jiaotong University, 2000, 13(2): 133-136. |