A General Direct Weight Optimization Framework for Nonlinear System Identification
نویسندگان
چکیده
The direct weight optimization (DWO) approach is a method for finding optimal function estimates via convex optimization, applicable to nonlinear system identification. In this paper, an extended version of the DWO approach is introduced. A general function class description — which includes several important special cases — is presented, and different examples are given. A general theorem about the principal shape of the weights is also proven. Copyright c ©2005 IFAC
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تاریخ انتشار 2005