Article ID: | iaor2001471 |
Country: | United States |
Volume: | 105 |
Issue: | 1 |
Start Page Number: | 55 |
End Page Number: | 72 |
Publication Date: | Apr 2000 |
Journal: | Journal of Optimization Theory and Applications |
Authors: | Agrawal S.K., Xu X., Faiz N. |
Keywords: | Bilinear systems |
This paper derives some optimization results for bilinear systems using a higher-order method by characterizing them over matrix Lie groups. In the derivation of the results, first a bilinear system is transformed to a left-invariant system on matrix Lie groups. Then, the product of exponential representation is used to express this system in canonical form. Next, the conditions for optimality are obtained by the principles of variational calculus. It is demonstrated that closed-form analytical solutions exist for classes of bilinear systems whose Lie algebra are nilpotent.