Title :
First generation seismic-AMD benchmark: robust structural protection by the cost cumulant control paradigm
Author :
Pham, Khanh D. ; Sain, Michael K. ; Liberty, Stanley R. ; Spencer, B.F., Jr.
Author_Institution :
Dept. of Electr. Eng., Notre Dame Univ., IN, USA
Abstract :
The topic of risk sensitive (RS) control is receiving substantial and continued research from the theoretical community oriented toward stochastic control theory. If one regards the RS optimization criterion as a denumerable linear combination of cumulants, then it is seen as a very interesting case of control design based upon linear combinations of cumulants. The present paper reports the application of cost-cumulant control, based upon the first three cumulants, to control the benchmark structural control problem studied by numerous authors using a variety of control algorithms. The cost-cumulant control performs quite respectably. Moreover, the present results involving the first three cost cumulants appear to be the first of their type to appear in the literature
Keywords :
earthquakes; iterative methods; linear systems; optimisation; robust control; stochastic systems; structural engineering; active mask driver; cost cumulant control; earthquakes; iterative method; linear dynamical systems; optimization; risk sensitive control; stochastic control; structural protection; Collision mitigation; Control design; Costs; Gaussian noise; Integral equations; Optimal control; Protection; Robust control; Stochastic processes; Working environment noise;
Conference_Titel :
American Control Conference, 2000. Proceedings of the 2000
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-5519-9
DOI :
10.1109/ACC.2000.878761