Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10398742 | Automatica | 2012 | 10 Pages |
Abstract
This paper discusses a numerical method based on Least Squares Support Vector Machines (LS-SVMs) for solving linear time varying initial and boundary value problems in Differential Algebraic Equations (DAEs). The method generates a closed form (model-based) approximate solution. The results of numerical experiments on different systems with index from 0 to 3, are presented and compared with analytic solutions to confirm the validity and applicability of the proposed method.
Related Topics
Physical Sciences and Engineering
Engineering
Control and Systems Engineering
Authors
Siamak Mehrkanoon, Johan A.K. Suykens,