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Séminaire informel de théorie des systèmes (ISS)

Stochastic extremum seeking and its applications

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15 fév. 2019   11h00 — 12h00

Shujun Liu Sichuan University, Chine

Extremum seeking (ES) is a real-time optimization tool and also a method of adaptive control. This talk is to introduce the framework of stochastic extremum seeking and its applications. First, we develop theoretical analysis tools of stochastic averaging for general nonlinear systems. Then, we present stochastic extremum seeking algorithms for static maps or dynamical nonlinear systems. Finally, we investigate the applications of stochastic ES to source seeking.


Entrée gratuite.
Bienvenue à tous!

Peter E. Caines responsable
Aditya Mahajan responsable
Shuang Gao responsable

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Salle MC 437
CIM
Pavillon McConnell
Université McGill
3480, rue University Montréal QC H3A 0E9 Canada

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