Matthias Gerdts

Orcid: 0000-0001-8674-5764

According to our database1, Matthias Gerdts authored at least 44 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
MPC-Based Routing and Tracking Architecture for Safe Autonomous Driving in Urban Traffic.
SN Comput. Sci., April, 2024

Path planning for autonomous vehicles with minimal collision severity.
CoRR, 2024

Efficient Real-Time Obstacle Avoidance Using Multi-Objective Nonlinear Model Predictive Control and Semi-Smooth Newton Method.
Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems, 2024

Reinforcement Learning and Optimal Control: A Hybrid Collision Avoidance Approach.
Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems, 2024

Collision Avoidance using Iterative Dynamic and Nonlinear Programming with Adaptive Grid Refinements.
Proceedings of the European Control Conference, 2024

2023
Sensor-Model-Based Trajectory Optimization for UAVs to Enhance Detection Performance: An Optimal Control Approach and Experimental Results.
Sensors, January, 2023

A Function Approximation Approach for Parametric Optimization.
J. Optim. Theory Appl., 2023

Multi-Agent Dynamic Scheduling With a Posteriori Path Tracking and Collision Avoidance Using Model Predictive Control.
IEEE Control. Syst. Lett., 2023

Time Evolution of the State Probability Density Function by Iterative Polynomial Chaos Expansion.
Proceedings of the European Control Conference, 2023

An adaptive mesh dynamic programming algorithm for robotic manipulator trajectory planning.
Proceedings of the European Control Conference, 2023

2022
Deterministic Operating Strategy for Multi-objective NMPC for Safe Autonomous Driving in Urban Traffic.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

2021
ROCS: A Realtime Optimization and Control Simulator.
Simul. Notes Eur., 2021

Convergence Analysis for Approximations of Optimal Control Problems Subject to Higher Index Differential-Algebraic Equations and Pure State Constraints.
SIAM J. Control. Optim., 2021

Substructure exploitation of a nonsmooth Newton method for large-scale optimal control problems with full discretization.
Math. Comput. Simul., 2021

Robustness to delay mismatch in extremum seeking.
Eur. J. Control, 2021

A Piecewise Linearization Algorithm for Solving MINLP in Intersection Management.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Solving Complex Intersection Management Problems Using Bi-level MINLPs and Piecewise Linearization Techniques.
Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2021

2020
Convergence Analysis for Approximations of Optimal Control Problems Subject to Higher Index Differential-Algebraic Equations and Mixed Control-State Constraints.
SIAM J. Control. Optim., 2020

A Nonsmooth Newton Method for Linear Model-Predictive Control in Tracking Tasks for a Mobile Robot With Obstacle Avoidance.
IEEE Control. Syst. Lett., 2020

Neighborhood estimation in sensitivity-based update rules for real-time optimal control.
Proceedings of the 18th European Control Conference, 2020

2019
Integration methods for aircraft scheduling and trajectory optimization at a busy terminal manoeuvring area.
OR Spectr., 2019

Stochastic Extremum Seeking for Dynamic Maps With Delays.
IEEE Control. Syst. Lett., 2019

Free finite horizon LQR: A bilevel perspective and its application to model predictive control.
Autom., 2019

Sparse Switching Times Optimization and a Sweeping Hessian Proximal Method.
Proceedings of the Operations Research Proceedings 2019, 2019

Nonsmooth Newton's Method: Some Structure Exploitation.
Proceedings of the Computational Science - ICCS 2019, 2019

2017
On Numerical Solution of Singularly Perturbed Optimal Control Problems.
J. Optim. Theory Appl., 2017

Optimal aircraft scheduling and flight trajectory in terminal control areas.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

2016
Fast Subset Path Planning/ Replanning to Avoid Obstacles with Time-Varying Probabilistic Motion Patterns.
Proceedings of the STAIRS 2016, 2016

Periodic full circuit race line optimization under consideration of a dynamic model with gear changes.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
Exploitation of the Value Function in a Bilevel Optimal Control Problem.
Proceedings of the System Modeling and Optimization - 27th IFIP TC 7 Conference, CSMO 2015, 2015

Dynamic Programming Approach for Discrete-Valued Time Discrete Optimal Control Problems with Dwell Time Constraints.
Proceedings of the System Modeling and Optimization - 27th IFIP TC 7 Conference, CSMO 2015, 2015

2014
Autonomous Control Strategy for High Precision Marking of Installation Drill Holes Using a Mobile Robot.
Proceedings of the Dynamics in Logistics, 2014

2012
Smoothing Technique of Nonsmooth Newton Methods for Control-State Constrained Optimal Control Problems.
SIAM J. Numer. Anal., 2012

Virtual control regularization of state constrained linear quadratic optimal control problems.
Comput. Optim. Appl., 2012

2011
Erratum: Global Convergence of a Nonsmooth Newton Method for Control-State Constrained Optimal Control Problems.
SIAM J. Optim., 2011

A globally convergent semi-smooth Newton method for control-state constrained DAE optimal control problems.
Comput. Optim. Appl., 2011

Path-Planning with Collision Avoidance in Automotive Industry.
Proceedings of the System Modeling and Optimization, 2011

Avoidance Trajectories Using Reachable Sets and Parametric Sensitivity Analysis.
Proceedings of the System Modeling and Optimization, 2011

2010
The oracle penalty method.
J. Glob. Optim., 2010

2009
A computational method for non-convex reachable sets using optimal control.
Proceedings of the 10th European Control Conference, 2009

2008
Global Convergence of a Nonsmooth Newton Method for Control-State Constrained Optimal Control Problems.
SIAM J. Optim., 2008

Numerical optimal control of the wave equation: optimal boundary control of a string to rest in finite time.
Math. Comput. Simul., 2008

A nonsmooth Newton's method for control-state constrained optimal control problems.
Math. Comput. Simul., 2008

2007
Approximation of reachable sets by direct solution methods for optimal control problems.
Optim. Methods Softw., 2007


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