The aim of this survey paper is to provide the state of the art of the research on control and optimal control of Boolean Control Networks (BNCs), under the assumption that all the state variables are accessible and hence available for feedback. Necessary and sufficient conditions for stabilizability to a limit cycle or to an equilibrium point are given. Additionally, it is shown that when such conditions are satisfied, stabilization can always be achieved by means of statefeedback. Analogous results are obtained for the safe control problem, that is investigated for the first time in this survey. Finite and infinite horizon optimal control are subsequently considered, and solution algorithms are provided, based on suitable adaptations of the Riccati difference and algebraic equations. Finally, an appropriate definition of the cost function allows to restate and to solve both stabilization and safe control as infinite horizon optimal control problems.

Recent developments in Boolean networks control

FORNASINI, ETTORE;VALCHER, MARIA ELENA
2016

Abstract

The aim of this survey paper is to provide the state of the art of the research on control and optimal control of Boolean Control Networks (BNCs), under the assumption that all the state variables are accessible and hence available for feedback. Necessary and sufficient conditions for stabilizability to a limit cycle or to an equilibrium point are given. Additionally, it is shown that when such conditions are satisfied, stabilization can always be achieved by means of statefeedback. Analogous results are obtained for the safe control problem, that is investigated for the first time in this survey. Finite and infinite horizon optimal control are subsequently considered, and solution algorithms are provided, based on suitable adaptations of the Riccati difference and algebraic equations. Finally, an appropriate definition of the cost function allows to restate and to solve both stabilization and safe control as infinite horizon optimal control problems.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11577/3220435
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