Optimization of bilinear systems using a higher-order variational method

Optimization of bilinear systems using a higher-order variational method

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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: , ,
Keywords: Bilinear systems
Abstract:

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.

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