Nonlinear Dynamics is a hybrid journal publishing original content at the forefront of nonlinear dynamic research across diverse systems and scales. The journal covers nonlinear dynamics in mechanical, structural, civil, aeronautical, ocean, electrical, control, and hybrid systems. Review articles, feature articles and original contributions based on analytical, computational, experimental ...
Nonlinear Dynamics is a hybrid journal publishing original content at the forefront of nonlinear dynamic research across diverse systems and scales. The ...
For solving the optimal control problem of nonlinear systems, conventional adaptive dynamic programming (ADP) methods always exploit neural networks to approximate the nonlinear functions in the Hamilton-Jacobi-Bellman (HJB) equation. However, the selection of basis functions in neural networks remains a challenging task, especially when the model dynamics are unknown. This article develops a ...
This course explores dynamical systems and the various ways to use a computer to investigate their behavior. It covers the standard computational and analytical tools used in nonlinear dynamics, ...
An authoritative and comprehensive graduate textbook on nonlinear acoustics and a reference for scientists and engineers. This is an open access book.
Nonlinear controllaws have been implemented for sophisticated flight control systems on board helicopters, and vertical take offand landing aircraft; adaptive, nonlinearcontrollaws havebeen implementedfor robot manipulators operating either singly, or in cooperation on a multi-fingered robot hand; adaptive control laws have been implemented ...
All-optical neuron architecture employing pump-depleted SHG in PPLN nanophotonic waveguides to provide on-chip nonlinear activation with MZI-based linear processing. a Microscope images of the MZI and PPLN chips. Input features and network parameters are programmed into the phase shifters through electrical pads, and intermediate predictions are extracted from the on-chip optical output ports ...