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RISNeural Dynamics and Newton–Raphson Iteration for Nonlinear Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, a special type of neural dynamics (ND) is generalized and investigated for timevarying and static scalarvalued nonlinear optimization. In addition, for comparative purpose, the gradientbased neural dynamics ...
Zhang Gradient Controllers for Tracking Control of Multiple Integrator Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, the trackingcontrol problem of multipleintegrator (MI) systems is considered and investigated by combining Zhang dynamics (ZD) and gradient dynamics (GD). Several novel types of Zhanggradient (ZG) controllers ...