Sentence examples for by solving a robust from inspiring English sources

Different from traditional manifold learning methods, which construct an adjacency graph from K-nearest neighbors or ɛ-ball method, the SRPE algorithm constructs the adjacency graph by solving a robust sparse representation problem through convex optimization.

For Lipschitz nonlinear descriptor systems with bounded input disturbances, by solving a Lyapunov equation, a robust state-space observer is proposed to simultaneously estimate descriptor system states, actuator faults, their finite times derivatives, and attenuate input disturbances in any desired accuracy.

This paper shows that the robust max-min SINR beamformers can be obtained by solving a sequence of "dual" robust min-max power problems.

The main contributions are summarized as follows: This paper shows that the robust max-min SINR beamformers can be obtained by solving a sequence of "dual" robust min-max power problems.

Then, the gain parameters of the controller are obtained by solving a linear matrix inequality and the robust finite-time synchronization is guaranteed for GRNs with uncertain parameters.

The proposed method can greatly reduce computation time and can also efficiently handle both nominal and robust performance against stochastic uncertainties by solving a simple optimization problem.

An H-infinite robust PID controller can be obtained by solving a linear matrix inequality.

The robust controller can be conveniently obtained by solving a set of linear matrix inequalities.

Under the per-antenna power constraints, we proposed an efficient approach to find the robust max-min SINR beamforming designs by solving a sequence of min-max power problems.

It is shown that a solution to the robust synthesis problem for the uncertain system can be obtained by solving a synthesis problem for an uncertainty free system.

For the linearized system with bounded input disturbance, a robust state-space observer is designed to simultaneously estimate system states and actuator faults by solving a Lyapunov equation.