Essays about: "Erik Ackzell"

Found 2 essays containing the words Erik Ackzell.

1. 1. Modeling rush hour vehicular traffic using a machine learning approach

   University essay from Lunds universitet/Matematik LTH

   Author : Erik Ackzell; [2022]
   Keywords : convolutional neural networks; traffic modeling; Mathematics and Statistics;

   Abstract : In this thesis, a convolutional neural network is used to model the behaviour of individual vehicles on a stretch of the U.S. 101 highway during rush hour. This model is then extended to model the collective behaviour of all vehicles on the stretch of road and a 15 minute simulation is carried out. READ MORE

3. 2. Solving equation systems associated with non-linear model predictive control

   University essay from Lunds universitet/Matematik LTH

   Author : Erik Ackzell; [2015]
   Keywords : Numerical linear algebra; model predictive control; automatic code generation; CVXGEN; FORCES; Mathematics and Statistics;

   Abstract : When solving optimization problems associated with non-linear model predictive control, a linear equation system of a specific structure frequently arises. Two different software, CVXGEN and FORCES, developed to generate tailored solvers to specific optimization problems use two different methods when solving this equation system. READ MORE