TY - JOUR
T1 - Optimal control synthesis for the constrained bilinear biquadratic regulator problem
AU - Halperin, Ido
AU - Agranovich, Grigory
AU - Ribakov, Yuri
N1 - Publisher Copyright:
© 2017, Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2018/12/1
Y1 - 2018/12/1
N2 - Optimal process control with control constraints is a challenging task related to many real-life problems. In this paper, a single input continuous time constrained linear quadratic regulator problem, is defined and fully solved. The constraints include both bilinear inequality constraints and customary control force bounds. As a first step, the problem is reformulated as an equivalent constrained bilinear biquadratic optimal control problem. Next, Krotov’s method is used to solve it. To this end, a sequence of improving functions suitable to the problem’s new formulation is constructed and the corresponding successive algorithm is derived. The required computational steps are arranged as an algorithm and proof outlines for the convergence and optimality of the solution are given. The efficiency of the suggested method is demonstrated by numerical example.
AB - Optimal process control with control constraints is a challenging task related to many real-life problems. In this paper, a single input continuous time constrained linear quadratic regulator problem, is defined and fully solved. The constraints include both bilinear inequality constraints and customary control force bounds. As a first step, the problem is reformulated as an equivalent constrained bilinear biquadratic optimal control problem. Next, Krotov’s method is used to solve it. To this end, a sequence of improving functions suitable to the problem’s new formulation is constructed and the corresponding successive algorithm is derived. The required computational steps are arranged as an algorithm and proof outlines for the convergence and optimality of the solution are given. The efficiency of the suggested method is demonstrated by numerical example.
KW - Bilinear biquadratic regulator
KW - Constrained optimization
KW - Krotov’s method
KW - Optimal control
KW - Semi-active control
UR - http://www.scopus.com/inward/record.url?scp=85034577376&partnerID=8YFLogxK
U2 - 10.1007/s11590-017-1218-6
DO - 10.1007/s11590-017-1218-6
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AN - SCOPUS:85034577376
SN - 1862-4472
VL - 12
SP - 1855
EP - 1870
JO - Optimization Letters
JF - Optimization Letters
IS - 8
ER -