Günter Rudolph

According to our database1, Günter Rudolph authored at least 119 papers between 1990 and 2019.

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Bibliography

2019
An empirical approach for probing the definiteness of kernels.
Soft Comput., 2019

IoT based Driver Information System for Monitoring the Load Securing.
Proceedings of the 4th International Conference on Internet of Things, 2019

Bi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Reliable Biobjective Solution of Stochastic Problems Using Metamodels.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Personalized Multiobjective Optimization: An Analytics Perspective (Dagstuhl Seminar 18031).
Dagstuhl Reports, 2018

An Empirical Approach For Probing the Definiteness of Kernels.
CoRR, 2018

Comparison of Audio Features for Recognition of Western and Ethnic Instruments in Polyphonic Mixtures.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Local search effects in bi-objective orienteering.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Singing Voice Detection across Different Music Genres.
Proceedings of the AES International Conference Semantic Audio 2017, 2017

Investigating uncertainty propagation in surrogate-assisted evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2017

A New Subgraph Crossover for Cartesian Genetic Programming.
Proceedings of the Genetic Programming - 20th European Conference, 2017

Toward Step-Size Adaptation in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Surrogate-Assisted Partial Order-Based Evolutionary Optimisation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016
Quantum-Inspired Hyper-Heuristics for Energy-Aware Scheduling on Heterogeneous Computing Systems.
IEEE Trans. Parallel Distrib. Syst., 2016

Linear Time Estimators for Assessing Uniformity of Point Samples in Hypercubes.
Informatica, Lith. Acad. Sci., 2016

The hypervolume based directed search method for multi-objective optimization problems.
J. Heuristics, 2016

Surrogate-Assisted Partial Order-based Evolutionary Optimisation.
CoRR, 2016

Demonstrating the Feasibility of Automatic Game Balancing.
CoRR, 2016

Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results.
Comp. Opt. and Appl., 2016

Comparing Asynchronous and Synchronous Parallelization of the SMS-EMOA.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Demonstrating the Feasibility of Automatic Game Balancing.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

More efficient evolution of small genetic programs in Cartesian Genetic Programming by using genotypie age.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Assessing Basin Identification Methods for Locating Multiple Optima.
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015
Solving Phase Equilibrium Problems by Means of Avoidance-Based Multiobjectivization.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031).
Dagstuhl Reports, 2015

Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms.
CoRR, 2015

Conference Report on IEEE CIG 2014 [Conference Reports].
IEEE Comp. Int. Mag., 2015

Improving Convergence in Cartesian Genetic Programming Using Adaptive Crossover, Mutation and Selection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems.
Proceedings of the NEO 2015, 2015

Advanced Dynamic Scripting for Fighting Game AI.
Proceedings of the Entertainment Computing - ICEC 2015 - 14th International Conference, 2015

Evaluation of Album Effect for Feature Selection in Music Genre Recognition.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Interpretability of Music Classification as a Criterion for Evolutionary Multi-objective Feature Selection.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2015

On the Behavior of Stochastic Local Search Within Parameter Dependent MOPs.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Multi-objective Analysis of Approaches to Dynamic Routing of a Vehicle.
Proceedings of the 23rd European Conference on Information Systems, 2015

How costly is a good compromise: Multi-objective TORCS controller parameter optimization.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

2014
Driving as a human: a track learning based adaptable architecture for a car racing controller.
Genetic Programming and Evolvable Machines, 2014

Start Small, Grow Big? Saving Multi-objective Function Evaluations.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

An Aspiration Set EMOA Based on Averaged Hausdorff Distances.
Proceedings of the Learning and Intelligent Optimization, 2014

Looking for Alternatives: Optimization of Energy Supply Systems without Superstructure.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
A Case Study About the Effort to Classify Music Intervals by Chroma and Spectrum Analysis.
Proceedings of the Algorithms from and for Nature and Life, 2013

Convergence of Evolutionary Algorithms on the $n$ -Dimensional Continuous Space.
IEEE Trans. Cybernetics, 2013

Convergence Rates of Evolutionary Algorithms for Quadratic Convex Functions with Rank-Deficient Hessian.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Directed search method for indicator-based multi-objective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features.
Proceedings of the Data Science, 2013

Multi-objective assessment of pre-optimized build orders exemplified for StarCraft 2.
Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

Niching by multiobjectivization with neighbor information: Trade-offs and benefits.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Stochastic Convergence.
Proceedings of the Handbook of Natural Computing, 2012

Evolutionary Strategies.
Proceedings of the Handbook of Natural Computing, 2012

Multi-objective evolutionary feature selection for instrument recognition in polyphonic audio mixtures.
Soft Comput., 2012

Evolutionary kernel machines.
Evolutionary Intelligence, 2012

Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen.
Automatisierungstechnik, 2012

Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument Recognition.
Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems.
Proceedings of the EVOLVE, 2012

2011
Huge Music Archives on Mobile Devices.
IEEE Signal Process. Mag., 2011

Regression-Based Tempo Recognition from Chroma and Energy Accents for Slow Audio Recordings.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

When parameter tuning actually is parameter control.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Multi-objective feature selection in music genre and style recognition tasks.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

On the effectiveness of crossover for migration in parallel evolutionary algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Exploratory landscape analysis.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Convergence rates of SMS-EMOA on continuous bi-objective problem classes.
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011

Driving Faster Than a Human Player.
Proceedings of the Applications of Evolutionary Computation, 2011

TORCS sensor noise removal and multi-objective track selection for driving style adaptation.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

On geometrically fast convergence to optimal dominated hypervolume of set-based multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

Convergence Rates of (1+1) Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2010

Tuning optimization algorithms for real-world problems by means of surrogate modeling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Learning the track and planning ahead in a car racing controller.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

2009
Convergence performance comparison of quantum-inspired multi-objective evolutionary algorithms.
Computers & Mathematics with Applications, 2009

Surrogate Constraint Functions for CMA Evolution Strategies.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

A multiobjective approach for finding equivalent inverse images of Pareto-optimal objective vectors.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Design and comparison of different evolution strategies for feature selection and consolidation in music classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Economic optimization of non-sharp separation sequences by means of evolutionary algorithms.
Computers & Chemical Engineering, 2008

SMS-EMOA - Effektive evolutionäre Mehrzieloptimierung (SMS-EMOA - Effective Evolutionary Multiobjective Optimization).
Automatisierungstechnik, 2008

Simulated Evolution under Multiple Criteria Conditions Revisited.
Proceedings of the Computational Intelligence: Research Frontiers, 2008

Parallel Approaches for Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008

Scalarization versus indicator-based selection in multi-objective CMA evolution strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Design and validation of a hybrid interactive reference point method for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
On the Convergence Properties of Quantum-Inspired Multi-Objective Evolutionary Algorithms.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007

A framework of quantum-inspired multi-objective evolutionary algorithms and its convergence condition.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Solving multimodal problems via multiobjective techniques with Application to phase equilibrium detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Visual Servoing with Moments of SIFT Features.
Proceedings of the IEEE International Conference on Systems, 2006

Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions.
Proceedings of the Parallel Problem Solving from Nature, 2006

Faster s-metric calculation by considering dominated hypervolume as klee's measure problem.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations.
Proceedings of the Hybrid Metaheuristics, Third International Workshop, 2006

Capabilities of EMOA to Detect and Preserve Equivalent Pareto Subsets.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

2002
Dynamic Neighborhood Structures in Parallel Evolution Strategies.
Complex Systems, 2002

2001
Self-adaptive mutations may lead to premature convergence.
IEEE Trans. Evolutionary Computation, 2001

2000
Takeover Times and Probabilities of Non-Generational Selection Rules.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999
Theory of Evolutionary Algorithms: A Bird's Eye View.
Theor. Comput. Sci., 1999

1998
Finite Markov Chain Results in Evolutionary Computation: A Tour d'Horizon.
Fundam. Inform., 1998

On Risky Methods for Local Selection under Noise.
Proceedings of the Parallel Problem Solving from Nature, 1998

A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study.
Proceedings of the Parallel Problem Solving from Nature, 1998

Evolutionary Search for Minimal Elements in Partially Ordered Finite Sets.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997
Local convergence rates of simple evolutionary algorithms with Cauchy mutations.
IEEE Trans. Evolutionary Computation, 1997

Reflections on Bandit Problems and Selection Methods in Uncertain Environments.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Asymptotical Convergence Rates of Simple Evolutionary Algorithms under Factorizing Mutation Distributions.
Proceedings of the Artificial Evolution, Third European Conference, 1997

Convergence properties of evolutionary algorithms.
Kovac, ISBN: 978-3-86064-554-3, 1997

1996
How Mutation and Selection solve Long Path Problems in Polynomial Expected Time.
Evolutionary Computation, 1996

Significance of Locality and Selection Pressure in the Grand Deluge Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 1996

On Interactive Evolutionary Algorithms and Stochastic Mealy Automata.
Proceedings of the Parallel Problem Solving from Nature, 1996

Convergence of Evolutionary Algorithms in General Search Spaces.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1995
Analyzing the (1, lambda) Evolution Strategy via Stochastic Approximation Methods.
Evolutionary Computation, 1995

Contemporary Evolution Strategies.
Proceedings of the Advances in Artificial Life, 1995

1994
Convergence analysis of canonical genetic algorithms.
IEEE Trans. Neural Networks, 1994

An Evolutionary Algorithm for Integer Programming.
Proceedings of the Parallel Problem Solving from Nature, 1994

Convergence of Non-Elitist Strategies.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1993
Massively Parallel Simulated Annealing and Its Relation to Evolutionary Algorithms.
Evolutionary Computation, 1993

1992
On Correlated Mutations in Evolution Strategies.
Proceedings of the Parallel Problem Solving from Nature 2, 1992

1990
Global Optimization by Means of Distributed Evolution Strategies.
Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990


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