Adaptive Control of Complex Systems

Date: August 13
Time: 13:30--15:30
Room: 303A

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TCCT, TCCT (Technical Committee on Control Theory, CAA)

Abstract: In complex systems, one of the faces of complexity is uncertainty, presented ether in the system model or in the properties of the system environment. One of the promising ways to deal with uncertainty is to introduce adaptation into the control system. The adaptation mechanism should adjust the parameters or even the structure of the control law based on measured information about the system behavior. This mini-symposium will present the state-of-the-art progress in adaptive control of several classes of complex systems, including 1) the semi-parametric adaptation; 2) adaptive variable selection for nonlinear nonparametric systems with a Lasso-type algorithm; 3) adaptive control of nonlinear uncertain systems in discrete time; 4) stability and performance analysis of adaptive diffusion filters with distributed least mean square algorithm.

Semi-Parametric Adaptation: Motivation, Principle, and Examples
Ma, Hongbin (Beijing Inst. of Tech.)

Stability and dissipativity of stochastic nonlinear systems with dynamic inputs
Wu, Zhaojing (School of mathematics & informational Sci., Yantai Univ.)
Xie, Xuejun (Qufu normal Univ.)

Adaptive control of nonlinear uncertain discrete-time systems
Chanying, Li (The Chinese Acad. of Sci.)

Stability and performance analysis of adaptive diffusion filters
Chen, Chen (Huawei)


Code: Type-Date-Time-Room No.
Type : IL=Invited Lecture, SL=Special Lectures, MS=Minisymposia, IM=Industrial Minisymposia, CP=Contributed Papers, PP=Posters
Date: Mo=Monday, Tu=Tuesday, We=Wednesday, Th=Thursday, Fr=Friday
Time : A=8:30-9:30, B=10:00-11:00, C=11:10-12:10, BC=10:00-12:10, D=13:30-15:30, E=16:00-18:00, F=19:00-20:00, G=12:10-13:30, H=15:30-16:00
Room No.: TBA