Günter Rudolph

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 46

Top Venues

Publications

Günter Rudolph, Markus Wagner
Towards Adaptation in Multiobjective Evolutionary Algorithms for Integer Problems. CEC (2024)
Frank Neumann, Günter Rudolph
Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization. CoRR (2024)
Jurij Kuzmic, Günter Rudolph, Fabian Ostermann
Emergency Corridor Building on Multi-Lane Motorways with Autonomous Model Cars. IoTBDS (2024)
Günter Rudolph
Runtime Analysis of (1+1)-EA on a Biobjective Test Function in Unbounded Integer Search Space. SSCI (2023)
Jurij Kuzmic, Günter Rudolph
Real-time Distance Measurement in a 2D Image on Hardware with Limited Resources for Low-power IoT Devices (Radar Control System). DeLTA (2022)
Jurij Kuzmic, Patrick Brinkmann, Günter Rudolph
Real-Time Object Detection with Intel NCS2 on Hardware with Limited Resources for Low-power IoT Devices. IoTBDS (2022)
Frederik Rehbach, Martin Zaefferer, Andreas Fischbach, Günter Rudolph, Thomas Bartz-Beielstein
Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm. IEEE Trans. Evol. Comput. 26 (6) (2022)
Jurij Kuzmic, Günter Rudolph
Object Detection with TensorFlow on Hardware with Limited Resources for Low-power IoT Devices. IJCCI (2021)
Jurij Kuzmic, Günter Rudolph
Comparison between Filtered Canny Edge Detector and Convolutional Neural Network for Real Time Lane Detection in a Unity 3D Simulator. IoTBDS (2021)
Fabian Ostermann, Igor Vatolkin, Günter Rudolph
Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation. Trans. Int. Soc. Music. Inf. Retr. 4 (1) (2021)
Igor Vatolkin, Philipp Ginsel, Günter Rudolph
Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade. SIGIR (2021)
Marius Bommert, Günter Rudolph
Kernel Density Estimation for Reliable Biobjective Solution of Stochastic Problems. EMO (2021)
Jakob Bossek, Christian Grimme, Günter Rudolph, Heike Trautmann
Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. CoRR (2020)
Jakob Bossek, Christian Grimme, Günter Rudolph, Heike Trautmann
Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. CEC (2020)
Philipp Ginsel, Igor Vatolkin, Günter Rudolph
Analysis of Structural Complexity Features for Music Genre Recognition. CEC (2020)
Mohammad Hamdan, Günter Rudolph, Nicola Hochstrate
A Parallel Evolutionary System for Multi-objective Optimisation. CEC (2020)
Carlos M. Fonseca, Kathrin Klamroth, Günter Rudolph, Margaret M. Wiecek
Scalability in Multiobjective Optimization (Dagstuhl Seminar 20031). Dagstuhl Reports 10 (1) (2020)
Frederik Heerde, Igor Vatolkin, Günter Rudolph
Comparing Fuzzy Rule Based Approaches for Music Genre Classification. EvoMUSART (2020)
Jurij Kuzmic, Günter Rudolph
Unity 3D Simulator of Autonomous Motorway Traffic Applied to Emergency Corridor Building. IoTBDS (2020)
Marius Bommert, Günter Rudolph
Reliable Solution of Multidimensional Stochastic Problems Using Metamodels. LOD (1) (2020)
Ziqing Cheng, Qi Wang, Zhiyong Li, Günter Rudolph
Computation Offloading and Resource Allocation for Mobile Edge Computing. SSCI (2019)
Jurij Kuzmic, Günter Rudolph, Walter Roth, Michael Rübsam
IoT based Driver Information System for Monitoring the Load Securing. IoTBDS (2019)
Chen Du, Yifan Chen, Zhiyong Li, Günter Rudolph
Joint Optimization of Offloading and Communication Resources in Mobile Edge Computing. SSCI (2019)
Martin Zaefferer, Thomas Bartz-Beielstein, Günter Rudolph
An empirical approach for probing the definiteness of kernels. Soft Comput. 23 (21) (2019)
Jakob Bossek, Christian Grimme, Stephan Meisel, Günter Rudolph, Heike Trautmann
Bi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm. EMO (2019)
Marius Bommert, Günter Rudolph
Reliable Biobjective Solution of Stochastic Problems Using Metamodels. EMO (2019)
Jakob Bossek, Christian Grimme, Stephan Meisel, Günter Rudolph, Heike Trautmann
Local search effects in bi-objective orienteering. GECCO (2018)
Igor Vatolkin, Günter Rudolph
Comparison of Audio Features for Recognition of Western and Ethnic Instruments in Polyphonic Mixtures. ISMIR (2018)
Kathrin Klamroth, Joshua D. Knowles, Günter Rudolph, Margaret M. Wiecek
Personalized Multiobjective Optimization: An Analytics Perspective (Dagstuhl Seminar 18031). Dagstuhl Reports 8 (1) (2018)
Martin Zaefferer, Thomas Bartz-Beielstein, Günter Rudolph
An Empirical Approach For Probing the Definiteness of Kernels. CoRR (2018)
Roman Kalkreuth, Günter Rudolph, Andre Droschinsky
A New Subgraph Crossover for Cartesian Genetic Programming. EuroGP (2017)
Florian Scholz, Igor Vatolkin, Günter Rudolph
Singing Voice Detection across Different Music Genres. Semantic Audio (2017)
Vanessa Volz, Günter Rudolph, Boris Naujoks
Investigating uncertainty propagation in surrogate-assisted evolutionary algorithms. GECCO (2017)
Vanessa Volz, Günter Rudolph, Boris Naujoks
Surrogate-Assisted Partial Order-Based Evolutionary Optimisation. EMO (2017)
Simon Wessing, Rosa Pink, Kai Brandenbusch, Günter Rudolph
Toward Step-Size Adaptation in Evolutionary Multiobjective Optimization. EMO (2017)
Fabian Ostermann, Igor Vatolkin, Günter Rudolph
Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos. EvoMUSART (2017)
Vanessa Volz, Günter Rudolph, Boris Naujoks
Demonstrating the Feasibility of Automatic Game Balancing. CoRR (2016)
Roman Kalkreuth, Günter Rudolph, Jörg Krone
More efficient evolution of small genetic programs in Cartesian Genetic Programming by using genotypie age. CEC (2016)
ShaoMiao Chen, Zhiyong Li, Bo Yang, Günter Rudolph
Quantum-Inspired Hyper-Heuristics for Energy-Aware Scheduling on Heterogeneous Computing Systems. IEEE Trans. Parallel Distributed Syst. 27 (6) (2016)
Günter Rudolph, Oliver Schütze, Christian Grimme, Christian Domínguez-Medina, Heike Trautmann
Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results. Comput. Optim. Appl. 64 (2) (2016)
Oliver Schütze, Víctor Adrián Sosa-Hernández, Heike Trautmann, Günter Rudolph
The hypervolume based directed search method for multi-objective optimization problems. J. Heuristics 22 (3) (2016)
Vanessa Volz, Günter Rudolph, Boris Naujoks
Surrogate-Assisted Partial Order-based Evolutionary Optimisation. CoRR (2016)
Günter Rudolph, Simon Wessing
Linear Time Estimators for Assessing Uniformity of Point Samples in Hypercubes. Informatica 27 (2) (2016)
Vanessa Volz, Günter Rudolph, Boris Naujoks
Demonstrating the Feasibility of Automatic Game Balancing. GECCO (2016)
Simon Wessing, Günter Rudolph, Dino A. Menges
Comparing Asynchronous and Synchronous Parallelization of the SMS-EMOA. PPSN (2016)
Günter Rudolph, Oliver Schütze, Heike Trautmann
On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front. EvoApplications (2) (2016)
Luis Martí, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms. CoRR (2015)
Roman Kalkreuth, Günter Rudolph, Jörg Krone
Improving Convergence in Cartesian Genetic Programming Using Adaptive Crossover, Mutation and Selection. SSCI (2015)
Igor Vatolkin, Günter Rudolph, Claus Weihs
Evaluation of Album Effect for Feature Selection in Music Genre Recognition. ISMIR (2015)
Stephan Meisel, Christian Grimme, Jakob Bossek, Martin Wölck, Günter Rudolph, Heike Trautmann
Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle. GECCO (2015)
Kevin Majchrzak, Jan Quadflieg, Günter Rudolph
Advanced Dynamic Scripting for Fighting Game AI. ICEC (2015)
Víctor Adrián Sosa-Hernández, Adriana Lara, Heike Trautmann, Günter Rudolph, Oliver Schütze
The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems. NEO (2015)
Mike Preuss, Günter Rudolph
Conference Report on IEEE CIG 2014 [Conference Reports]. IEEE Comput. Intell. Mag. 10 (1) (2015)
Salvatore Greco, Kathrin Klamroth, Joshua D. Knowles, Günter Rudolph
Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031). Dagstuhl Reports 5 (1) (2015)
Víctor Adrián Sosa-Hernández, Oliver Schütze, Heike Trautmann, Günter Rudolph
On the Behavior of Stochastic Local Search Within Parameter Dependent MOPs. EMO (2) (2015)
Luis Martí, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms. GECCO (Companion) (2015)
Jan Quadflieg, Günter Rudolph, Mike Preuss
How costly is a good compromise: Multi-objective TORCS controller parameter optimization. CIG (2015)
Jakob Bossek, Bernd Bischl, Tobias Wagner, Günter Rudolph
Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. GECCO (2015)
Igor Vatolkin, Günter Rudolph, Claus Weihs
Interpretability of Music Classification as a Criterion for Evolutionary Multi-objective Feature Selection. EvoMUSART (2015)
Christian Grimme, Stephan Meisel, Heike Trautmann, Günter Rudolph, Martin Wölck
Multi-objective Analysis of Approaches to Dynamic Routing of a Vehicle. ECIS (2015)
Jan Quadflieg, Mike Preuss, Günter Rudolph
Driving as a human: a track learning based adaptable architecture for a car racing controller. Genet. Program. Evolvable Mach. 15 (4) (2014)
Günter Rudolph, Oliver Schütze, Christian Grimme, Heike Trautmann
An Aspiration Set EMOA Based on Averaged Hausdorff Distances. LION (2014)
Tobias Glasmachers, Boris Naujoks, Günter Rudolph
Start Small, Grow Big? Saving Multi-objective Function Evaluations. PPSN (2014)
Mike Preuss, Philip Voll, André Bardow, Günter Rudolph
Looking for Alternatives: Optimization of Energy Supply Systems without Superstructure. EvoApplications (2014)
Matthias Kuchem, Mike Preuss, Günter Rudolph
Multi-objective assessment of pre-optimized build orders exemplified for StarCraft 2. CIG (2013)
Simon Wessing, Mike Preuss, Günter Rudolph
Niching by multiobjectivization with neighbor information: Trade-offs and benefits. IEEE Congress on Evolutionary Computation (2013)
Günter Rudolph
Convergence Rates of Evolutionary Algorithms for Quadratic Convex Functions with Rank-Deficient Hessian. ICANNGA (2013)
Víctor Adrián Sosa-Hernández, Oliver Schütze, Günter Rudolph, Heike Trautmann
Directed search method for indicator-based multi-objective evolutionary algorithms. GECCO (Companion) (2013)
Igor Vatolkin, Günter Rudolph
Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features. ECDA (2013)
Alexandru Agapie, Mircea Agapie, Günter Rudolph, Gheorghita Zbaganu
Convergence of Evolutionary Algorithms on the $n$ -Dimensional Continuous Space. IEEE Trans. Cybern. 43 (5) (2013)
Günter Rudolph, Heike Trautmann, Soumyadip Sengupta, Oliver Schütze
Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation. EMO (2013)
Christian Domínguez-Medina, Günter Rudolph, Oliver Schütze, Heike Trautmann
Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique. IEEE Congress on Evolutionary Computation (2013)
Oliver Kramer, Christian Igel, Günter Rudolph
Evolutionary kernel machines. Evol. Intell. 5 (3) (2012)
Günter Rudolph, Heike Trautmann, Oliver Schütze
Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen. Autom. 60 (10) (2012)
Igor Vatolkin, Mike Preuß, Günter Rudolph, Markus Eichhoff, Claus Weihs
Multi-objective evolutionary feature selection for instrument recognition in polyphonic audio mixtures. Soft Comput. 16 (12) (2012)
Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph
Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. PPSN (1) (2012)
Igor Vatolkin, Bernd Bischl, Günter Rudolph, Claus Weihs
Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument Recognition. GfKl (2012)
Heike Trautmann, Günter Rudolph, Christian Domínguez-Medina, Oliver Schütze
Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems. EVOLVE (2012)
Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph
Exploratory landscape analysis. GECCO (2011)
Simon Wessing, Mike Preuss, Günter Rudolph
When parameter tuning actually is parameter control. GECCO (2011)
Nicola Beume, Marco Laumanns, Günter Rudolph
Convergence rates of SMS-EMOA on continuous bi-objective problem classes. FOGA (2011)
Thorsten Deinert, Igor Vatolkin, Günter Rudolph
Regression-Based Tempo Recognition from Chroma and Energy Accents for Slow Audio Recordings. Semantic Audio (2011)
Igor Vatolkin, Mike Preuß, Günter Rudolph
Multi-objective feature selection in music genre and style recognition tasks. GECCO (2011)
Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Rötter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs
Huge Music Archives on Mobile Devices. IEEE Signal Process. Mag. 28 (4) (2011)
Mike Preuss, Jan Quadflieg, Günter Rudolph
TORCS sensor noise removal and multi-objective track selection for driving style adaptation. CIG (2011)
Jan Quadflieg, Mike Preuss, Günter Rudolph
Driving Faster Than a Human Player. EvoApplications (1) (2011)
Günter Rudolph
On geometrically fast convergence to optimal dominated hypervolume of set-based multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation (2011)
Frank Neumann, Pietro S. Oliveto, Günter Rudolph, Dirk Sudholt
On the effectiveness of crossover for migration in parallel evolutionary algorithms. GECCO (2011)
Simon Wessing, Nicola Beume, Günter Rudolph, Boris Naujoks
Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization. PPSN (1) (2010)
Jan Quadflieg, Mike Preuss, Oliver Kramer, Günter Rudolph
Learning the track and planning ahead in a car racing controller. CIG (2010)
Mike Preuss, Günter Rudolph, Simon Wessing
Tuning optimization algorithms for real-world problems by means of surrogate modeling. GECCO (2010)
Nicola Beume, Marco Laumanns, Günter Rudolph
Convergence Rates of (1+1) Evolutionary Multiobjective Optimization Algorithms. PPSN (1) (2010)
Günter Rudolph, Mike Preuss
A multiobjective approach for finding equivalent inverse images of Pareto-optimal objective vectors. MCDM (2009)
Patrick Koch, Oliver Kramer, Günter Rudolph, Nicola Beume
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization. GECCO (2009)
Igor Vatolkin, Wolfgang M. Theimer, Günter Rudolph
Design and comparison of different evolution strategies for feature selection and consolidation in music classification. IEEE Congress on Evolutionary Computation (2009)
Oliver Kramer, André Barthelmes, Günter Rudolph
Surrogate Constraint Functions for CMA Evolution Strategies. KI (2009)
Zhiyong Li, Günter Rudolph, Kenli Li
Convergence performance comparison of quantum-inspired multi-objective evolutionary algorithms. Comput. Math. Appl. 57 (11-12) (2009)
Nicola Beume, Boris Naujoks, Mike Preuss, Günter Rudolph, Tobias Wagner
Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts. EMO (2009)
Nicola Beume, Boris Naujoks, Günter Rudolph
SMS-EMOA - Effektive evolutionäre Mehrzieloptimierung (SMS-EMOA - Effective Evolutionary Multiobjective Optimization). Autom. 56 (7) (2008)
Madan Sathe, Günter Rudolph, Kalyanmoy Deb
Design and validation of a hybrid interactive reference point method for multi-objective optimization. IEEE Congress on Evolutionary Computation (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Günter Rudolph