Optimisation of contraction-mapping algorithm for calculating optimal controls
作者:
E.A.Freeman,
期刊:
Proceedings of the Institution of Electrical Engineers
(IET Available online 1972)
卷期:
Volume 119,
issue 9
页码: 1365-1371
年代: 1972
DOI:10.1049/piee.1972.0270
出版商: IEE
数据来源: IET
摘要:
An algorithm, based on the fixed-point contraction-mapping principle of functional analysis, for calculating the optimal controls for time-varying linear multivariable systems is considered. By an appropriate transformation of the operators involved, it is shown that the convergence rate may be maximised and that the resulting optimal algorithm will always converge. Comparison of the optimal algorithm with the steepest-descent and conjugate-gradient schemes shows the optimal algorithms to have significantly superior convergence rates, as well as requiring appreciably smaller computer storage.
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