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    Design of Approximate Explicit Model Predictive Controller Using Parametric Optimization 

    Source: Journal of Mechanical Design:;2022:;volume( 144 ):;issue: 012:;page 124501
    Author(s): Tsai, YingKuan;Malak, Richard J., Jr.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper introduces a new technique, called stateparameterized nonlinear programming control (spNLPC), for designing a feedback controller that can stabilize intrinsically unstable nonlinear dynamical systems using ...
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    Control Co-Design With Performance-Robustness Trade-Off Using Tube-Based Stochastic Model Predictive Control 

    Source: ASME Letters in Dynamic Systems and Control:;2025:;volume( 005 ):;issue: 003:;page 31003-1
    Author(s): Tsai, Ying-Kuan; Malak, Jr., Richard J.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Control co-design (CCD) has been demonstrated to achieve superior solutions for closed-loop systems. However, limited work has addressed CCD problems under probabilistic disturbances. This article addresses this gap by ...
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