Search Results for author: Ahmed Elliethy

Found 3 papers, 2 papers with code

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

1 code implementation14 May 2023 Eslam Mostafa, Hussein A. Aly, Ahmed Elliethy

Nonlinear model predictive control (NMPC) solves a multivariate optimization problem to estimate the system's optimal control inputs in each control cycle.

Model Predictive Control

Fast Adaptive Regression-based Model Predictive Control

1 code implementation6 Sep 2022 Eslam Mostafa, Hussein A. Aly, Ahmed Elliethy

The proposed technique shows a superior reduction in computational time with a reduction of about 35-65\% compared with the other techniques without introducing a noticeable loss in performance.

Model Predictive Control regression

Vehicle Tracking in Wide Area Motion Imagery via Stochastic Progressive Association Across Multiple Frames (SPAAM)

no code implementations18 Sep 2017 Ahmed Elliethy, Gaurav Sharma

The stochastic dis-association at each iteration maintains each estimated association according to an estimated probability for confidence, obtained via a probabilistic model.

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