Günter Rudolph

Günter Rudolph, Heike Trautmann, Soumyadip Sengupta, Oliver Schütze: Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation. EMO 2013: 443-458

Günter Rudolph, Heike Trautmann, Oliver Schütze: Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen. Automatisierungstechnik 60(10): 612-621 (2012)

Oliver Kramer, Christian Igel, Günter Rudolph: Evolutionary kernel machines. Evolutionary Intelligence 5(3): 151-152 (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): 2027-2047 (2012)

Heike Trautmann, Günter Rudolph, Christian Domínguez-Medina, Oliver Schütze: Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems. EVOLVE 2012: 89-105

Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph: Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. PPSN (1) 2012: 123-132

Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Roetter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs: Huge Music Archives on Mobile Devices. IEEE Signal Process. Mag. 28(4): 24-39 (2011)

Günter Rudolph: On geometrically fast convergence to optimal dominated hypervolume of set-based multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2011: 1719-1723

Mike Preuss, Jan Quadflieg, Günter Rudolph: TORCS sensor noise removal and multi-objective track selection for driving style adaptation. CIG 2011: 337-344

Jan Quadflieg, Mike Preuss, Günter Rudolph: Driving Faster Than a Human Player. EvoApplications (1) 2011: 143-152

Nicola Beume, Marco Laumanns, Günter Rudolph: Convergence rates of SMS-EMOA on continuous bi-objective problem classes. FOGA 2011: 243-252

Igor Vatolkin, Mike Preuß, Günter Rudolph: Multi-objective feature selection in music genre and style recognition tasks. GECCO 2011: 411-418

Simon Wessing, Mike Preuss, Günter Rudolph: When parameter tuning actually is parameter control. GECCO 2011: 821-828

Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph: Exploratory landscape analysis. GECCO 2011: 829-836

Frank Neumann, Pietro Simone Oliveto, Günter Rudolph, Dirk Sudholt: On the effectiveness of crossover for migration in parallel evolutionary algorithms. GECCO 2011: 1587-1594

Jan Quadflieg, Mike Preuss, Oliver Kramer, Günter Rudolph: Learning the track and planning ahead in a car racing controller. CIG 2010: 395-402

Mike Preuss, Günter Rudolph, Simon Wessing: Tuning optimization algorithms for real-world problems by means of surrogate modeling. GECCO 2010: 401-408

Nicola Beume, Marco Laumanns, Günter Rudolph: Convergence Rates of (1+1) Evolutionary Multiobjective Optimization Algorithms. PPSN (1) 2010: 597-606

Simon Wessing, Nicola Beume, Günter Rudolph, Boris Naujoks: Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization. PPSN (1) 2010: 728-737

Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph (Eds.): Parallel Problem Solving from Nature - PPSN XI, 11th International Conference, Kraków, Poland, September 11-15, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6238, Springer 2010, isbn 978-3-642-15843-8

Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph (Eds.): Parallel Problem Solving from Nature - PPSN XI, 11th International Conference, Kraków, Poland, September 11-15, 2010. Proceedings, Part II. Lecture Notes in Computer Science 6239, Springer 2010, isbn 978-3-642-15870-4

Zhiyong Li, Günter Rudolph, Kenli Li: Convergence performance comparison of quantum-inspired multi-objective evolutionary algorithms. Computers & Mathematics with Applications 57(11-12): 1843-1854 (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: 174-181

Nicola Beume, Boris Naujoks, Mike Preuss, Günter Rudolph, Tobias Wagner: Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts. EMO 2009: 21-35

Patrick Koch, Oliver Kramer, Günter Rudolph, Nicola Beume: On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization. GECCO 2009: 603-610

Oliver Kramer, André Barthelmes, Günter Rudolph: Surrogate Constraint Functions for CMA Evolution Strategies. KI 2009: 169-176

Nicola Beume, Boris Naujoks, Günter Rudolph: SMS-EMOA - Effektive evolutionäre Mehrzieloptimierung (SMS-EMOA - Effective Evolutionary Multiobjective Optimization). Automatisierungstechnik 56(7): 357-364 (2008)

Frank Henrich, Claude Bouvy, Christoph Kausch, Klaus Lucas, Mike Preuß, Günter Rudolph, Peter Roosen: Economic optimization of non-sharp separation sequences by means of evolutionary algorithms. Computers & Chemical Engineering 32(7): 1411-1432 (2008)

M. 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: 2909-2916

Thomas Voß, Nicola Beume, Günter Rudolph, Christian Igel: Scalarization versus indicator-based selection in multi-objective CMA evolution strategies. IEEE Congress on Evolutionary Computation 2008: 3036-3043

El-Ghazali Talbi, Sanaz Mostaghim, Tatsuya Okabe, Hisao Ishibuchi, Günter Rudolph, Carlos A. Coello Coello: Parallel Approaches for Multiobjective Optimization. Multiobjective Optimization 2008: 349-372

Günter Rudolph, Hans-Paul Schwefel: Simulated Evolution under Multiple Criteria Conditions Revisited. WCCI 2008: 249-261

Günter Rudolph, Thomas Jansen, Simon M. Lucas, Carlo Poloni, Nicola Beume (Eds.): Parallel Problem Solving from Nature - PPSN X, 10th International Conference Dortmund, Germany, September 13-17, 2008, Proceedings. Lecture Notes in Computer Science 5199, Springer 2008, isbn 978-3-540-87699-1

Mike Preuss, Günter Rudolph, Feelly Tumakaka: Solving multimodal problems via multiobjective techniques with Application to phase equilibrium detection. IEEE Congress on Evolutionary Computation 2007: 2703-2710

Zhiyong Li, Günter Rudolph: A framework of quantum-inspired multi-objective evolutionary algorithms and its convergence condition. GECCO 2007: 908

Zhiyong Li, Zhe Li, Günter Rudolph: On the Convergence Properties of Quantum-Inspired Multi-Objective Evolutionary Algorithms. ICIC (3) 2007: 245-255

Thomas Bartz-Beielstein, María J. Blesa Aguilera, Christian Blum, Boris Naujoks, Andrea Roli, Günter Rudolph, Michael Sampels (Eds.): Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings. Lecture Notes in Computer Science 4771, Springer 2007, isbn 978-3-540-75513-5

Günter Rudolph, Boris Naujoks, Mike Preuss: Capabilities of EMOA to Detect and Preserve Equivalent Pareto Subsets. EMO 2006: 36-50

Thomas Bartz-Beielstein, Mike Preuss, Günter Rudolph: Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations. Hybrid Metaheuristics 2006: 178-191

Nicola Beume, Günter Rudolph: Faster s-metric calculation by considering dominated hypervolume as klee's measure problem. Computational Intelligence 2006: 233-238

Mike Preuss, Boris Naujoks, Günter Rudolph: Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions. PPSN 2006: 513-522

Frank Hoffmann, Thomas Nierobisch, Torsten Seyffarth, Günter Rudolph: Visual Servoing with Moments of SIFT Features. SMC 2006: 4262-4267

William B. Langdon, Erick Cantú-Paz, Keith E. Mathias, Rajkumar Roy, David Davis, Riccardo Poli, Karthik Balakrishnan, Vasant Honavar, Günter Rudolph, Joachim Wegener, Larry Bull, Mitchell A. Potter, Alan C. Schultz, Julian F. Miller, Edmund K. Burke, Natasa Jonoska (Eds.): GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, New York, USA, 9-13 July 2002. Morgan Kaufmann 2002, isbn 1-55860-878-8

Günter Rudolph: Self-adaptive mutations may lead to premature convergence. IEEE Trans. Evolutionary Computation 5(4): 410-414 (2001)

Günter Rudolph: Takeover Times and Probabilities of Non-Generational Selection Rules. GECCO 2000: 903-

Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan J. Merelo Guervós, Hans-Paul Schwefel (Eds.): Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, Paris, France, September 18-20, 2000, Proceedings. Lecture Notes in Computer Science 1917, Springer 2000, isbn 3-540-41056-2

A. E. Eiben, Günter Rudolph: Theory of Evolutionary Algorithms: A Bird's Eye View. Theor. Comput. Sci. 229(1): 3-9 (1999)

Günter Rudolph: Finite Markov Chain Results in Evolutionary Computation: A Tour d'Horizon. Fundam. Inform. 35(1-4): 67-89 (1998)

Günter Rudolph: Evolutionary Search for Minimal Elements in Partially Ordered Finite Sets. Evolutionary Programming 1998: 345-353

Günter Rudolph: On Risky Methods for Local Selection under Noise. PPSN 1998: 169-177

Marco Laumanns, Günter Rudolph, Hans-Paul Schwefel: A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study. PPSN 1998: 241-249

Günter Rudolph: Convergence properties of evolutionary algorithms. Kovac 1997, isbn 978-3-86064-554-3, pp. I-X, 1-286

Günter Rudolph: Local convergence rates of simple evolutionary algorithms with Cauchy mutations. IEEE Trans. Evolutionary Computation 1(4): 249-258 (1997)

Günter Rudolph: Asymptotical Convergence Rates of Simple Evolutionary Algorithms under Factorizing Mutation Distributions. Artificial Evolution 1997: 223-236

Günter Rudolph: Reflections on Bandit Problems and Selection Methods in Uncertain Environments. ICGA 1997: 166-173

Günter Rudolph: How Mutation and Selection solve Long Path Problems in Polynomial Expected Time. Evolutionary Computation 4(2): 195-205 (1996)

Günter Rudolph: Convergence of Evolutionary Algorithms in General Search Spaces. International Conference on Evolutionary Computation 1996: 50-54

Günter Rudolph: On Interactive Evolutionary Algorithms and Stochastic Mealy Automata. PPSN 1996: 218-226

Günter Rudolph, Joachim Sprave: Significance of Locality and Selection Pressure in the Grand Deluge Evolutionary Algorithm. PPSN 1996: 686-695

George M. Yin, Günter Rudolph, Hans-Paul Schwefel: Analyzing the (1, lambda) Evolution Strategy via Stochastic Approximation Methods. Evolutionary Computation 3(4): 473-489 (1995)

Hans-Paul Schwefel, Günter Rudolph: Contemporary Evolution Strategies. ECAL 1995: 893-907

Günter Rudolph: Convergence of Non-Elitist Strategies. International Conference on Evolutionary Computation 1994: 63-66

Günter Rudolph: An Evolutionary Algorithm for Integer Programming. PPSN 1994: 139-148

Günter Rudolph: Massively Parallel Simulated Annealing and Its Relation to Evolutionary Algorithms. Evolutionary Computation 1(4): 361-383 (1993)

Günter Rudolph: On Correlated Mutations in Evolution Strategies. PPSN 1992: 107-116

Günter Rudolph: Global Optimization by Means of Distributed Evolution Strategies. PPSN 1990: 209-213