| 2026 | GECCO | On the Use of the "Mutate Large, But Inherit Small Principle" in Global and Noisy Optimization. | Lisa Schnenberger, Hans-Georg Beyer |
| 2025 | FOGA | Optimal Restart Strategies for Parameter-dependent Optimization Algorithms. | Lisa Schnenberger, Hans-Georg Beyer |
| 2025 | GECCO | What You Always Wanted to Know About Evolution Strategies, But Never Dared to Ask. | Hans-Georg Beyer |
| 2024 | CEC | Bias in Standard Self-Adaptive Evolution Strategies. | Amir Omeradzic, Hans-Georg Beyer |
| 2024 | CEC | Success Rate of Evolution Strategies on the Multimodal Griewank Function. | Lisa Schnenberger, Hans-Georg Beyer |
| 2023 | FOGA | Convergence Properties of the (μ/μI, λ)-ES on the Rastrigin Function. | Amir Omeradzic, Hans-Georg Beyer |
| 2023 | GECCO | What You Always Wanted to Know About Evolution Strategies, But Never Dared to Ask. | Hans-Georg Beyer |
| 2023 | GECCO | On a Population Sizing Model for Evolution Strategies Optimizing the Highly Multimodal Rastrigin Function. | Lisa Schnenberger, Hans-Georg Beyer |
| 2022 | GECCO | Benchmarking ϵMAg-ES and BP-ϵMAg-ES on the bbob-constrained testbed. | Michael Hellwig, Hans-Georg Beyer |
| 2022 | PPSN | Progress Rate Analysis of Evolution Strategies on the Rastrigin Function: First Results. | Amir Omeradzic, Hans-Georg Beyer |
| 2021 | GECCO | A matrix adaptation evolution strategy for optimization on general quadratic manifolds. | Patrick Spettel, Hans-Georg Beyer |
| 2020 | CEC | A Modified Matrix Adaptation Evolution Strategy with Restarts for Constrained Real-World Problems. | Michael Hellwig, Hans-Georg Beyer |
| 2020 | GECCO | Design principles for matrix adaptation evolution strategies. | Hans-Georg Beyer |
| 2019 | FOGA | Steady state analysis of a multi-recombinative meta-ES on a conically constrained problem with comparison to σSA and CSA. | Patrick Spettel, Hans-Georg Beyer, Michael Hellwig |
| 2019 | GECCO | Analysis of a meta-ES on a conically constrained problem. | Michael Hellwig, Hans-Georg Beyer |
| 2019 | GECCO | Comparison of contemporary evolutionary algorithms on the rotated Klee-Minty problem. | Michael Hellwig, Patrick Spettel, Hans-Georg Beyer |
| 2018 | CEC | A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization. | Michael Hellwig, Hans-Georg Beyer |
| 2018 | CEC | A Simple Approach for Constrained Optimization - An Evolution Strategy that Evolves Rays. | Patrick Spettel, Hans-Georg Beyer |
| 2017 | GECCO | Analysis of the pcCMSA-ES on the noisy ellipsoid model. | Hans-Georg Beyer, Michael Hellwig |
| 2016 | PPSN | Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES. | Michael Hellwig, Hans-Georg Beyer |
| 2015 | GECCO | Towards an Analysis of Self-Adaptive Evolution Strategies on the Noisy Ellipsoid Model. | Alexander Melkozerov, Hans-Georg Beyer |
| 2013 | FOGA | Controlling population size and mutation strength by Meta-ES under fitness noise. | Hans-Georg Beyer, Michael Hellwig |
| 2012 | GECCO | Mutation strength control by meta-ES on the sharp ridge. | Hans-Georg Beyer, Michael Hellwig |
| 2012 | PPSN | HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail. | Hans-Georg Beyer, Steffen Finck |
| 2011 | GECCO | Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere. | Steffen Finck, Hans-Georg Beyer, Alexander Melkozerov |
| 2010 | GECCO | Benchmarking CMA-EGS on the BBOB 2010 noiseless function testbed. | Steffen Finck, Hans-Georg Beyer |
| 2010 | GECCO | Benchmarking CMA-EGS on the BBOB 2010 noisy function testbed. | Steffen Finck, Hans-Georg Beyer |
| 2010 | GECCO | Benchmarking SPSA on BBOB-2010 noiseless function testbed. | Steffen Finck, Hans-Georg Beyer |
| 2010 | GECCO | Benchmarking SPSA on BBOB-2010 noisy function testbed. | Steffen Finck, Hans-Georg Beyer |
| 2010 | GECCO | On the analysis of self-adaptive evolution strategies on elliptic model: first results. | Alexander Melkozerov, Hans-Georg Beyer |
| 2009 | FOGA | Weighted recombination evolution strategy on a class of PDQF's. | Steffen Finck, Hans-Georg Beyer |
| 2009 | GECCO | On the behaviour of weighted multi-recombination evolution strategies optimising noisy cigar functions. | Dirk V. Arnold, Hans-Georg Beyer, Alexander Melkozerov |
| 2009 | GECCO | On strategy parameter control by Meta-ES. | Hans-Georg Beyer, Martin Dobler, Christian Hmmerle, Philip Masser |
| 2008 | CEC | On the performance of evolution strategies on noisy PDQFs: Progress rate analysis. | Hans-Georg Beyer, Steffen Finck |
| 2008 | GECCO | Mutative sigma-self-adaptation can beat cumulative step size adaptation when using weighted recombination. | Hans-Georg Beyer, Alexander Melkozerov |
| 2008 | GECCO | Why noise may be good: additive noise on the sharp ridge. | Silja Meyer-Nieberg, Hans-Georg Beyer |
| 2008 | PPSN | sigma-Self-Adaptive Weighted Multirecombination Evolution Strategy with Scaled Weights on the Noisy Sphere. | Hans-Georg Beyer, Alexander Melkozerov |
| 2008 | PPSN | Covariance Matrix Adaptation Revisited - The CMSA Evolution Strategy -. | Hans-Georg Beyer, Bernhard Sendhoff |
| 2007 | FOGA | Mutative Self-adaptation on the Sharp and Parabolic Ridge. | Silja Meyer-Nieberg, Hans-Georg Beyer |
| 2006 | CEC | Evolution Strategies for Robust Optimization. | Hans-Georg Beyer, Bernhard Sendhoff |
| 2006 | PPSN | Self-adaptation on the Ridge Function Class: First Results for the Sharp Ridge. | Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2005 | CEC | On the analysis of self-adaptive recombination strategies: first results. | Silja Meyer-Nieberg, Hans-Georg Beyer |
| 2005 | FOGA | On the Prediction of the Solution Quality in Noisy Optimization. | Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2004 | GECCO | Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models. | Hans-Georg Beyer |
| 2004 | PPSN | On the Quality Gain of (1, lambda)-ES Under Fitness Noise. | Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2003 | GECCO | The Steady State Behavior of (/ | Hans-Georg Beyer, Dirk V. Arnold |
| 2003 | IDEAL | On the Effects of Outliers on Evolutionary Optimization. | Dirk V. Arnold, Hans-Georg Beyer |
| 2002 | FOGA | On the Behavior of (μ/μ | Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff |
| 2002 | PPSN | Random Dynamics Optimum Tracking with Evolution Strategies. | Dirk V. Arnold, Hans-Georg Beyer |
| 2001 | CEC | Investigation of the (μ, λ)-ES in the presence of noise. | Dirk V. Arnold, Hans-Georg Beyer |
| 2001 | CEC | Thresholding-a selection operator for noisy ES. | Sandor Markon, Dirk V. Arnold, Thomas Bck, Thomas Beielstein, Hans-Georg Beyer |
| 2000 | FOGA | Local Performance of the (μ/μ, μ)-ES in a Noisy Environment. | Dirk V. Arnold, Hans-Georg Beyer |
| 2000 | PPSN | Efficiency and Mutation Strength Adaptation of the (mu, mu | Dirk V. Arnold, Hans-Georg Beyer |
| 2000 | PPSN | On the Desired Behaviors of Self-Adaptive Evolutionary Algorithms. | Hans-Georg Beyer, Kalyanmoy Deb |
| 1999 | CEC | Some observations on the interaction of recombination and self-adaptation in evolution strategies. | Lothar Gruenz, Hans-Georg Beyer |
| 1999 | CEC | An alternative constraint handling method for evolution strategies. | Ahmet Irfan Oyman, Kalyanmoy Deb, Hans-Georg Beyer |
| 1999 | GECCO | Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models. | Hans-Georg Beyer, Dirk V. Arnold |
| 1999 | GECCO | Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover. | Kalyanmoy Deb, Hans-Georg Beyer |
| 1998 | FOGA | On the Dynamics of EAs without Selection. | Hans-Georg Beyer |
| 1998 | PPSN | Mutate Large, But Inherit Small! On the Analysis of Rescaled Mutations in 1-lambda-ES with Noisy Fitness Data. | Hans-Georg Beyer |
| 1998 | PPSN | Where Elitists Start Limping Evolution Strategies at Ridge Functions. | Ahmet Irfan Oyman, Hans-Georg Beyer, Hans-Paul Schwefel |
| 1996 | PPSN | On the Asymptotic Behavior of Multirecombinant Evolution Strategies. | Hans-Georg Beyer |
| 1994 | PPSN | Towards a Theory of 'Evolution Strategies': Results for (1, | Hans-Georg Beyer |
| 1992 | PPSN | Some Aspects of the 'Evolution Strategiy' for Solving TSP-Like Optimization Problems Appearing at the Design Studies of a 0.5 TeV e | Hans-Georg Beyer |