Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time

In this paper, we propose a new family of continuous-time optimization algorithms for time-varying, locally strongly convex cost functions, based on discontinuous second-order gradient optimization flows with provable finite-time convergence to local optima. To analyze our flows, we first extend a w...

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Vydané v:	Proceedings of the American Control Conference s. 88 - 93
Hlavní autori:	Romero, Orlando, Benosman, Mouhacine
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	AACC 01.07.2020
Predmet:	Acceleration Convergence Cost function Heuristic algorithms Modeling Stability analysis
ISSN:	2378-5861
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