initialGuessSet_RiccatiEq

solves the Riccati equation for the linearized dynamics and inscribes a zonotope into the resulting ellipsoid.

Contents

Syntax

PIset = initialGuessSet_RiccatiEq(obj,dynamics,Q,R)

Description

To obtain an initial guess for the optimization-based approaches for computing terminal regions of nonlinear systems, we solve the algebraic Riccati equation (ARE) for the linearized dynamics. Afterwards, a zonotope is inscribed into the positively invariant ellipsoid whose shape matrix is the solution of the ARE.

Input Arguments

obj

instance of class computeTermRegNonlinSysOpt

dynamics

instance of class termRegNonlinSysDynamics

Q

state weighting matrix (positive-definite matrix of dimension; [obj.nx,obj.nx])

R

control input weighting matrix (positive-definite matrix of dimension; [obj.nu,obj.nu])

Output Arguments

PIset

approximation of the positively invariant set (class: termRegNonlinSysLinApproach)

See also

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References

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