| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10403569 | IFAC Proceedings Volumes | 2005 | 6 Pages |
Abstract
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.
Keywords
Related Topics
Physical Sciences and Engineering
Engineering
Computational Mechanics
Authors
Jacob Roll, Alexander Nazin, Lennart Ljung,