发明名称 |
Asymmetric wavelet kernel in support vector learning |
摘要 |
Example methods of modeling a nonlinear dynamical system such as a vehicle engine include providing a model using linear programming support vector regression (LP-SVR) having an asymmetric wavelet kernel, such as derived from a raised-cosine wavelet function. The model may be trained to determine parallel model parameters while in a series-parallel configuration, and operated in the parallel configuration allowing improved and more flexible model performance. An improved engine control unit may use an LP-SVR with an asymmetric wavelet kernel. |
申请公布号 |
US8738271(B2) |
申请公布日期 |
2014.05.27 |
申请号 |
US201113327925 |
申请日期 |
2011.12.16 |
申请人 |
LU ZHAO;SUN JING;BUTTS KENNETH R.;TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.;THE REGENTS OF THE UNIVERSITY OF MICHIGAN |
发明人 |
LU ZHAO;SUN JING;BUTTS KENNETH R. |
分类号 |
F02D41/26;F02D41/00;F02D41/24;G06F17/50 |
主分类号 |
F02D41/26 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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