Tobias Rodemann

Orcid: 0000-0001-6256-0060

According to our database1, Tobias Rodemann authored at least 81 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System.
CoRR, 2024

Scheduling jobs using queries to interactively learn human availability times.
Comput. Oper. Res., 2024

Using Bayesian Optimization to Improve Hyperparameter Search in TPOT.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Bicriteria Optimisation of Average and Worst-Case Performance Using Coevolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
Surrogate-Assisted Many-Objective Optimization of Building Energy Management.
IEEE Comput. Intell. Mag., November, 2023

Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant.
CoRR, 2023

Interactive Job Scheduling with Partially Known Personnel Availabilities.
Proceedings of the Optimization and Learning - 6th International Conference, 2023

Speeding Up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural Networks.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Hybridizing TPOT with Bayesian Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2023

Regression-Based Model Error Compensation for a Hierarchical MPC Building Energy Management System.
Proceedings of the IEEE Conference on Control Technology and Applications, 2023

2022
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Hierarchical Economic Model Predictive Control Approach for a Building Energy Management System With Scenario-Driven EV Charging.
IEEE Trans. Smart Grid, 2022

An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems.
IEEE Trans. Cybern., 2022

Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems.
Knowl. Based Syst., 2022

Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information.
Appl. Soft Comput., 2022

Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem.
IEEE Access, 2022

A Large Neighborhood Search for Battery Swapping Station Location Planning for Electric Scooters.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2021
A General Cooperative Optimization Approach for Distributing Service Points in Mobility Applications.
Algorithms, 2021

PARODIS: One MPC framework to control them all. Almost.
Proceedings of the IEEE Conference on Control Technology and Applications, 2021

2020
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.
IEEE Trans. Artif. Intell., 2020

Multi-objective model predictive control for microgrids.
Autom., 2020

Distributing Battery Swapping Stations for Electric Scooters in an Urban Area.
Proceedings of the Optimization and Applications - 11th International Conference, 2020

Application of Pareto Optimization in an Economic Model Predictive Controlled Microgrid.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

Adversarial Optimization Approach for Development of Robust Controllers.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Online intensification of search around solutions of interest for multi/many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Automated Selection of Evolutionary Multi-objective Optimization Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Exploiting Similar Behavior of Users in a Cooperative Optimization Approach for Distributing Service Points in Mobility Applications.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization.
Proceedings of the Applications of Evolutionary Computation, 2019

A Cooperative Optimization Approach for Distributing Service Points in Mobility Applications.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

Simulation-Based Design and Evaluation of a Smart Energy Manager.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

VNS and PBIG as Optimization Cores in a Cooperative Optimization Approach for Distributing Service Points.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Robust Evolutionary Optimization Based on Coevolution.
Proceedings of the Applications of Evolutionary Computation, 2018

A Many-Objective Configuration Optimization for Building Energy Management.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Industrial Portfolio Management for Many-Objective Optimization Algorithms.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.
IEEE Trans. Emerg. Top. Comput. Intell., 2017

Multi-objective optimization of plug-in electric vehicle charging prices.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Using desirability functions for many-objective optimization of a hybrid car controller.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Automatic energy management controller design for hybrid electric vehicles.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid Car Control?
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
Many-Objective Optimization of a Hybrid Car Controller.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2013
Computational Audiovisual Scene Analysis in Online Adaptation of Audio-Motor Maps.
IEEE Trans. Auton. Ment. Dev., 2013

Learning Information Acquisition for Multitasking Scenarios in Dynamic Environments.
IEEE Trans. Auton. Ment. Dev., 2013

A comparison of different algorithms for the calculation of dominated hypervolumes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Simple auditory and visual features for human-robot dialog scene analysis.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Examining the Performance of Evolutionary Many-Objective Optimization Algorithms on a Real-World Application.
Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012

2011
Whole Body Motion Noise Cancellation of a Robot for Improved Automatic Speech Recognition.
Adv. Robotics, 2011

Ego noise cancellation of a robot using missing feature masks.
Appl. Intell., 2011

Optimisation of gaze movement for multitasking using rewards.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Incremental learning for ego noise estimation of a robot.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Assessment of single-channel ego noise estimation methods.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Learning of audiovisual integration.
Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011

Spectral cues to source position in robots with arbitrary ear shapes.
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011

Reward-based learning of optimal cue integration in audio and visual depth estimation.
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011

2010
A study on distance estimation in binaural sound localization.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

An analysis of depth estimation within interaction range.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Multi-talker speech recognition under ego-motion noise using Missing Feature Theory.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

A robust speech recognition system against the ego noise of a robot.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Robust Ego Noise Suppression of a Robot.
Proceedings of the Trends in Applied Intelligent Systems, 2010

A hybrid framework for ego noise cancellation of a robot.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Teaching a humanoid robot: Headset-free speech interaction for audio-visual association learning.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009

Audio proto objects for improved sound localization.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Ego noise suppression of a robot using template subtraction.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Filtering environmental sounds using basic audio cues in robot audition.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Online adaptation of gaze fixation for a stereo-vergence system with foveated vision.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Interactive online multimodal association for internal concept building in humanoids.
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009

2008
Using binaural and spectral cues for azimuth and elevation localization.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Listen to the parrot: Demonstrating the quality of online pitch and formant extraction via feature-based resynthesis.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

2007
Purely auditory Online-adaptation of auditory-motor maps.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Towards incremental hierarchical behavior generation for humanoids.
Proceedings of the 2007 7th IEEE-RAS International Conference on Humanoid Robots, November 29th, 2007

2006
Continuous and robust saccade adaptation in a real-world environment.
Künstliche Intell., 2006

Real-time Sound Localization With a Binaural Head-system Using a Biologically-inspired Cue-triple Mapping.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Auditory Inspired Binaural Robust Sound Source Localization in Echoic and Noisy Environments.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Modeling the precedence effect for binaural sound source localization in noisy and echoic environments.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2003
Information processing with spiking neurons in a cortical architecture framework under the control of an oscillatory signal.
Neurocomputing, 2003

2001
Two separate processing streams in a cortical-type architecture.
Neurocomputing, 2001

1999
A model of computation in neocortical architecture.
Neural Networks, 1999


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