Abstract: Method for automatically setting at least one parameter of an actuator control system, which is set up for controlling a control variable of an actuator to a predefinable target value, wherein the actuator control system is set up, depending on the at least one parameter, the target value and the control variable, to generate a manipulated variable and depending on this manipulated variable to control the actuator, wherein a new value-of the at least one parameter is selected depending on a long-term cost function, wherein this long-term cost function is determined depending on a predicted temporal evolution of a probability distribution of the control variable of the actuator and the parameter is then set to this new value.

Abstract: The invention relates to a method for automatically setting at least one parameter of an actuator control system which is designed to control a control variable of an actuator to a predefinable setpoint. The actuator control system is designed to generate a control variable depending on the at least one parameter, the setpoint and the control variable and to actuate the actuator depending on this control variable. A new value of the at least one parameter is determined depending on a stationary probability distribution of the control variable, and the parameter is then set to this new value.

Abstract: A method for operating an actuator regulation system which is designed to regulate a regulation variable of an actuator to a pre-definable nominal variable, the actuator regulation system being designed to generate a correcting variable according to a variable characterizing a control policy, and to control the actuator according to the correcting variable, the variable characterizing the control policy being determined according to value function.

Abstract: The invention relates to a method for automatically setting at least one parameter of an actuator control system which is designed to control a control variable of an actuator to a predefinable setpoint. The actuator control system is designed to generate a control variable depending on the at least one parameter, the setpoint and the control variable and to actuate the actuator depending on this control variable. A new value of the at least one parameter is determined depending on a stationary probability distribution of the control variable, and the parameter is then set to this new value.

Abstract: A method for operating an actuator regulation system which is designated to regulate a regulation variable of an actuator to a pre-definable target variable, the actuator regulation system being designated to generate a correcting variable according to a variable characterizing a regulation strategy, and to control the actuator according to the correcting variable, the variable characterizing the regulation strategy being determined according to a value function.

Abstract: Method for automatically setting at least one parameter of an actuator control system, which is set up for controlling a control variable of an actuator to a predefinable target value, wherein the actuator control system is set up, depending on the at least one parameter, the target value and the control variable, to generate a manipulated variable and depending on this manipulated variable to control the actuator, wherein a new value-of the at least one parameter is selected depending on a long-term cost function, wherein this long-term cost function is determined depending on a predicted temporal evolution of a probability distribution of the control variable of the actuator and the parameter is then set to this new value.

Abstract: A method for generating an allowed input data trajectory for a physical system to be tested or measured, including providing an input data trajectory in an input data space; determining an allowed operating range; and replacing at least one segment of the provided input data trajectory, which is outside of the allowed operating range, by a trajectory segment within the allowed operating range, in order to obtain the allowed input data trajectory.

Abstract: A method for operating a motor vehicle having at least one component which is subject to an operation-dependent aging process, in which the connection between a load profile of the at least one component and a damage resulting therefrom is determined, and the damage of the at least one component is estimated from the determined connection, and in which an operating strategy for operating the motor vehicle is set on the basis of the estimated damage of the at least one component.

Abstract: A method for generating an allowed input data trajectory for a physical system to be tested or measured, including providing an input data trajectory in an input data space; determining an allowed operating range; and replacing at least one segment of the provided input data trajectory, which is outside of the allowed operating range, by a trajectory segment within the allowed operating range, in order to obtain the allowed input data trajectory.