Title :
Optimization of bilinear systems using higher-order method
Author :
Agrawal, Sunil K. ; Xu, Xiaochun ; Faiz, Nadeem
Author_Institution :
Dept. of Mech. Eng., Delaware Univ., Newark, DE, USA
Abstract :
This paper derives some optimization results for bilinear systems using higher-order method by characterizing them over matrix Lie groups. In the derivation of the results, a bilinear system is first transformed to a left-invariant system on matrix Lie groups. The product of exponential representation is then used to express this system in a canonical form. The conditions for optimality are then obtained by the principles of variational calculus. It is demonstrated that closed-form analytical solutions exist for classes of bilinear systems whose Lie algebra is nilpotent
Keywords :
Lie groups; bilinear systems; matrix algebra; optimal control; variational techniques; bilinear system optimization; canonical form; closed-form analytical solutions; high-order method; left-invariant system; matrix Lie groups; nilpotent Lie algebra; variational calculus; Algebra; Artificial intelligence; Books; Calculus; Cost function; Ear; Mechanical engineering; Nonlinear systems; Optimization methods; Symmetric matrices;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.783171