Tobias Rodemann

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 45

Top Topics

Energy Management

Top Venues

EvoApplications

Publications

Jens Engel, Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System. CoRR (2024)
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
Using Bayesian Optimization to Improve Hyperparameter Search in TPOT. GECCO (2024)
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour. EvoApplications@EvoStar (2024)
Johannes Varga, Günther R. Raidl, Elina Rönnberg, Tobias Rodemann
Scheduling jobs using queries to interactively learn human availability times. Comput. Oper. Res. 167 (2024)
Alistair Benford, Markus Olhofer, Tobias Rodemann, Per Kristian Lehre
Bicriteria Optimisation of Average and Worst-Case Performance Using Coevolutionary Algorithms. CEC (2024)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Johannes Varga, Emil Karlsson, Günther R. Raidl, Elina Rönnberg, Fredrik Lindsten, Tobias Rodemann
Speeding Up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural Networks. LOD (1) (2023)
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
Hybridizing TPOT with Bayesian Optimization. GECCO (2023)
Thomas Schmitt, Jens Engel, Tobias Rodemann
Regression-Based Model Error Compensation for Hierarchical MPC Building Energy Management System. CoRR (2023)
Qiqi Liu, Felix Lanfermann, Tobias Rodemann, Markus Olhofer, Yaochu Jin
Surrogate-Assisted Many-Objective Optimization of Building Energy Management. IEEE Comput. Intell. Mag. 18 (4) (2023)
Thomas Schmitt, Jens Engel, Martin Kopp, Tobias Rodemann
Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant. CoRR (2023)
Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning. EvoCOP (2023)
Johannes Varga, Günther R. Raidl, Elina Rönnberg, Tobias Rodemann
Interactive Job Scheduling with Partially Known Personnel Availabilities. OLA (2023)
Thomas Schmitt, Jens Engel, Tobias Rodemann
Regression-Based Model Error Compensation for a Hierarchical MPC Building Energy Management System. CCTA (2023)
Thomas Jatschka, Matthias Rauscher, Bernhard Kreutzer, Yusuke Okamoto, Hiroaki Kataoka, Tobias Rodemann, Günther R. Raidl
A Large Neighborhood Search for Battery Swapping Station Location Planning for Electric Scooters. EUROCAST (2022)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems. Knowl. Based Syst. 240 (2022)
Hemant Kumar Singh, Tapabrata Ray, Md Juel Rana, Steffen Limmer, Tobias Rodemann, Markus Olhofer
Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem. IEEE Access 10 (2022)
Tapabrata Ray, Hemant Kumar Singh, Kamrul Hasan Rahi, Tobias Rodemann, Markus Olhofer
Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information. Appl. Soft Comput. 119 (2022)
Jens Engel, Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
Hierarchical Economic Model Predictive Control Approach for a Building Energy Management System With Scenario-Driven EV Charging. IEEE Trans. Smart Grid 13 (4) (2022)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann, Guo Yu
An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. IEEE Trans. Cybern. 52 (5) (2022)
Qiqi Liu, Ran Cheng, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Thomas Jatschka, Günther R. Raidl, Tobias Rodemann
A General Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. Algorithms 14 (8) (2021)
Thomas Schmitt, Jens Engel, Matthias Hoffmann, Tobias Rodemann
PARODIS: One MPC framework to control them all. Almost. CCTA (2021)
Ye Tian, Shichen Peng, Xingyi Zhang, Tobias Rodemann, Kay Chen Tan, Yaochu Jin
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks. IEEE Trans. Artif. Intell. 1 (1) (2020)
Thomas Jatschka, Fabio F. Oberweger, Tobias Rodemann, Günther R. Raidl
Distributing Battery Swapping Stations for Electric Scooters in an Urban Area. OPTIMA (2020)
Thomas Schmitt, Jens Engel, Tobias Rodemann, Jürgen Adamy
Application of Pareto Optimization in an Economic Model Predictive Controlled Microgrid. MED (2020)
Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
Multi-objective model predictive control for microgrids. Autom. 68 (8) (2020)
Tapabrata Ray, Hemant Kumar Singh, Ahsanul Habib, Tobias Rodemann, Markus Olhofer
Online intensification of search around solutions of interest for multi/many-objective optimization. CEC (2020)
Mohammed Baraq Mushtaq, Tobias Rodemann
Adversarial Optimization Approach for Development of Robust Controllers. EvoApplications (2020)
Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
A Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. EvoCOP (2019)
Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
VNS and PBIG as Optimization Cores in a Cooperative Optimization Approach for Distributing Service Points. EUROCAST (1) (2019)
Hemant Kumar Singh, Tapabrata Ray, Tobias Rodemann, Markus Olhofer
Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility. GECCO (Companion) (2019)
Tobias Rodemann
A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization. EvoApplications (2019)
Tobias Rodemann, Kai Kitamura
Simulation-Based Design and Evaluation of a Smart Energy Manager. EUROCAST (2) (2019)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. CEC (2019)
Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin
Automated Selection of Evolutionary Multi-objective Optimization Algorithms. SSCI (2019)
Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
Exploiting Similar Behavior of Users in a Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. LOD (2019)
Tobias Rodemann
Industrial Portfolio Management for Many-Objective Optimization Algorithms. CEC (2018)
Tobias Rodemann
A Many-Objective Configuration Optimization for Building Energy Management. CEC (2018)
Steffen Limmer, Tobias Rodemann
Robust Evolutionary Optimization Based on Coevolution. EvoApplications (2018)
Ran Cheng, Tobias Rodemann, Michael Fischer, Markus Olhofer, Yaochu Jin
Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation. IEEE Trans. Emerg. Top. Comput. Intell. 1 (2) (2017)
Yuka Ogino, Ryoya Iida, Tobias Rodemann
Using desirability functions for many-objective optimization of a hybrid car controller. GECCO (Companion) (2017)
Steffen Limmer, Tobias Rodemann
Multi-objective optimization of plug-in electric vehicle charging prices. SSCI (2017)
Tobias Rodemann, Lars Gräning, Ken Nishikawa
Automatic energy management controller design for hybrid electric vehicles. SSCI (2016)
Tobias Rodemann, Ken Nishikawa
Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid Car Control? EvoApplications (1) (2016)
Tobias Rodemann, Kaname Narukawa, Michael Fischer, Mohammed Awada
Many-Objective Optimization of a Hybrid Car Controller. EvoApplications (2015)
Rujiao Yan, Tobias Rodemann, Britta Wrede
Computational Audiovisual Scene Analysis in Online Adaptation of Audio-Motor Maps. IEEE Trans. Auton. Ment. Dev. 5 (4) (2013)
Christopher Priester, Kaname Narukawa, Tobias Rodemann
A comparison of different algorithms for the calculation of dominated hypervolumes. GECCO (2013)
Cem Karaoguz, Tobias Rodemann, Britta Wrede, Christian Goerick
Learning Information Acquisition for Multitasking Scenarios in Dynamic Environments. IEEE Trans. Auton. Ment. Dev. 5 (1) (2013)
Kaname Narukawa, Tobias Rodemann
Examining the Performance of Evolutionary Many-Objective Optimization Algorithms on a Real-World Application. ICGEC (2012)
Rujiao Yan, Tobias Rodemann, Britta Wrede
Simple auditory and visual features for human-robot dialog scene analysis. IROS (2012)
Tobias Rodemann
Spectral cues to source position in robots with arbitrary ear shapes. ICAR (2011)
Cem Karaoguz, Tobias Rodemann, Britta Wrede
Optimisation of gaze movement for multitasking using rewards. IROS (2011)
Cem Karaoguz, Thomas H. Weisswange, Tobias Rodemann, Britta Wrede, Constantin A. Rothkopf
Reward-based learning of optimal cue integration in audio and visual depth estimation. ICAR (2011)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Jun-ichi Imura, Keisuke Nakamura, Hirofumi Nakajima
Assessment of single-channel ego noise estimation methods. IROS (2011)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
Ego noise cancellation of a robot using missing feature masks. Appl. Intell. 34 (3) (2011)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Jun-ichi Imura, Keisuke Nakamura, Hirofumi Nakajima
Incremental learning for ego noise estimation of a robot. IROS (2011)
Rujiao Yan, Tobias Rodemann, Britta Wrede
Learning of audiovisual integration. ICDL-EPIROB (2011)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
Whole Body Motion Noise Cancellation of a Robot for Improved Automatic Speech Recognition. Adv. Robotics 25 (11-12) (2011)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
Multi-talker speech recognition under ego-motion noise using Missing Feature Theory. IROS (2010)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
A robust speech recognition system against the ego noise of a robot. INTERSPEECH (2010)
Cem Karaoguz, Andrew Dankers, Tobias Rodemann, Mark Dunn
An analysis of depth estimation within interaction range. IROS (2010)
Tobias Rodemann
A study on distance estimation in binaural sound localization. IROS (2010)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
Robust Ego Noise Suppression of a Robot. IEA/AIE (1) (2010)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Yuji Hasegawa, Hiroshi Tsujino, Jun-ichi Imura
A hybrid framework for ego noise cancellation of a robot. ICRA (2010)
Martin Heckmann, Holger Brandl, Jens Schmüdderich, Xavier Domont, Bram Bolder, Inna Mikhailova, Herbert Janssen, Michael Gienger, Achim Bendig, Tobias Rodemann, Mark Dunn, Frank Joublin, Christian Goerick
Teaching a humanoid robot: Headset-free speech interaction for audio-visual association learning. RO-MAN (2009)
Christian Goerick, Jens Schmüdderich, Bram Bolder, Herbert Janssen, Michael Gienger, Achim Bendig, Martin Heckmann, Tobias Rodemann, Holger Brandl, Xavier Domont, Inna Mikhailova
Interactive online multimodal association for internal concept building in humanoids. Humanoids (2009)
Cem Karaoguz, Mark Dunn, Tobias Rodemann, Christian Goerick
Online adaptation of gaze fixation for a stereo-vergence system with foveated vision. ICAR (2009)
Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Yuji Hasegawa, Hiroshi Tsujino, Jun-ichi Imura
Ego noise suppression of a robot using template subtraction. IROS (2009)
Tobias Rodemann, Frank Joublin, Christian Goerick
Audio proto objects for improved sound localization. IROS (2009)
Tobias Rodemann, Frank Joublin, Christian Goerick
Filtering environmental sounds using basic audio cues in robot audition. ICAR (2009)
Tobias Rodemann, Gökhan Ince, Frank Joublin, Christian Goerick
Using binaural and spectral cues for azimuth and elevation localization. IROS (2008)
Martin Heckmann, Claudius Gläser, Miguel Vaz, Tobias Rodemann, Frank Joublin, Christian Goerick
Listen to the parrot: Demonstrating the quality of online pitch and formant extraction via feature-based resynthesis. IROS (2008)
Christian Goerick, Bram Bolder, Herbert Janssen, Michael Gienger, Hisashi Sugiura, Mark Dunn, Inna Mikhailova, Tobias Rodemann, Heiko Wersing, Stephan Kirstein
Towards incremental hierarchical behavior generation for humanoids. Humanoids (2007)
Tobias Rodemann, Kalina Karova, Frank Joublin, Christian Goerick
Purely auditory Online-adaptation of auditory-motor maps. IROS (2007)
Tobias Rodemann, Frank Joublin, Christian Goerick
Continuous and robust saccade adaptation in a real-world environment. Künstliche Intell. 20 (3) (2006)
Martin Heckmann, Tobias Rodemann, Björn Schölling, Frank Joublin, Christian Goerick
Modeling the precedence effect for binaural sound source localization in noisy and echoic environments. INTERSPEECH (2006)
Martin Heckmann, Tobias Rodemann, Frank Joublin, Christian Goerick, Björn Schölling
Auditory Inspired Binaural Robust Sound Source Localization in Echoic and Noisy Environments. IROS (2006)
Tobias Rodemann, Martin Heckmann, Frank Joublin, Christian Goerick, Björn Schölling
Real-time Sound Localization With a Binaural Head-system Using a Biologically-inspired Cue-triple Mapping. IROS (2006)
Tobias Rodemann, Edgar Körner
Information processing with spiking neurons in a cortical architecture framework under the control of an oscillatory signal. Neurocomputing (2003)
Tobias Rodemann, Edgar Körner
Two separate processing streams in a cortical-type architecture. Neurocomputing (2001)
Edgar Körner, Marc-Oliver Gewaltig, Ursula Körner, Andreas Richter, Tobias Rodemann
A model of computation in neocortical architecture. Neural Networks 12 (7-8) (1999)