Incorporating shape dependent power law in motion planning for drawing robots

MA Shahri, N Saeidi, V Hajipour - Robotics and Autonomous Systems, 2024 - Elsevier
Incorporating human natural features into the algorithmic functions of robots can enhance
performance efficiency. One of the most popular features of human movements is the power …

Accelerating genetic optimization of nonlinear model predictive control by learning optimal search space size

E Mostafa, HA Aly, A Elliethy - arXiv preprint arXiv:2305.08094, 2023 - arxiv.org
Nonlinear model predictive control (NMPC) solves a multivariate optimization problem to
estimate the system's optimal control inputs in each control cycle. Such optimization is made …