Transition-time optimization for switched-mode dynamical systems
This note considers the problem of determining optimal switching times at which mode transitions should occur in multimodal, hybrid systems. It derives a simple formula for the gradient of the cost functional with respect to the switching times, and uses it in a gradient-descent algorithm. Much of t...
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Veröffentlicht in: | IEEE transactions on automatic control 2006-01, Vol.51 (1), p.110-115 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This note considers the problem of determining optimal switching times at which mode transitions should occur in multimodal, hybrid systems. It derives a simple formula for the gradient of the cost functional with respect to the switching times, and uses it in a gradient-descent algorithm. Much of the analysis is carried out in the setting of optimization problems involving fixed switching-mode sequences, but a possible extension is pointed out for the case where the switching-mode sequence is a part of the variable. Numerical examples testify to the viability of the proposed approach. |
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ISSN: | 0018-9286 1558-2523 |
DOI: | 10.1109/TAC.2005.861711 |