TY - JOUR
T1 - Discrete Bilinear Biquadratic Regulator
AU - Halperin, Ido
AU - Agranovich, Grigory
AU - Lew, Beni
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/10
Y1 - 2021/10
N2 - Bilinear state-space models, a type of simple nonlinear model, have different applications. Optimal control of such models is often used for performance improvement. A solution for a new class of optimization problem, which is defined as inhomogeneous discrete-time bilinear plant with control trajectory constraints and a biquadratic performance index, is presented. Krotov's method is used for computing a candidate solution for this problem. A suitable sequence of improving functions, which are essential for the utilization of this method is formulated. The obtained algorithm is convergent and monotonic by means of the defined performance index. The method's effectiveness is demonstrated by a numerical example.
AB - Bilinear state-space models, a type of simple nonlinear model, have different applications. Optimal control of such models is often used for performance improvement. A solution for a new class of optimization problem, which is defined as inhomogeneous discrete-time bilinear plant with control trajectory constraints and a biquadratic performance index, is presented. Krotov's method is used for computing a candidate solution for this problem. A suitable sequence of improving functions, which are essential for the utilization of this method is formulated. The obtained algorithm is convergent and monotonic by means of the defined performance index. The method's effectiveness is demonstrated by a numerical example.
KW - Biological systems
KW - discrete-time systems
KW - nonlinear systems
KW - optimal control
KW - optimization methods
KW - time-varying systems
UR - http://www.scopus.com/inward/record.url?scp=85097956358&partnerID=8YFLogxK
U2 - 10.1109/TAC.2020.3043314
DO - 10.1109/TAC.2020.3043314
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AN - SCOPUS:85097956358
SN - 0018-9286
VL - 66
SP - 5006
EP - 5012
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - 10
ER -