| 2026 | PPSN | Pooling with Optimal Hypervolume Subset Selection for Bi-objective Evolutionary Optimization. | Melika Zabihi Neyshaburi, Dirk V. Arnold |
| 2025 | FOGA | Surrogate Model Assisted Evolutionary Algorithms: Performance Bound and Incremental Gaussian Process Model Updates. | Hong Huang, Dirk V. Arnold |
| 2024 | GECCO | Direct Augmented Lagrangian Evolution Strategies. | Jeremy Porter, Dirk V. Arnold |
| 2022 | PPSN | Adaptive Function Value Warping for Surrogate Model Assisted Evolutionary Optimization. | Amir Abbasnejad, Dirk V. Arnold |
| 2020 | PPSN | Simple Surrogate Model Assisted Optimization with Covariance Matrix Adaptation. | Lauchlan Toal, Dirk V. Arnold |
| 2019 | GECCO | A surrogate model assisted (1+1)-ES with increased exploitation of the model. | Jingyun Yang, Dirk V. Arnold |
| 2018 | PPSN | Design of a Surrogate Model Assisted (1 + 1)-ES. | Arash Kayhani, Dirk V. Arnold |
| 2017 | GECCO | Reconsidering constraint release for active-set evolution strategies. | Dirk V. Arnold |
| 2016 | CEC | An evolutionary algorithm for depth image based camera pose estimation in indoor environments. | Dirk V. Arnold, Ang Lu |
| 2016 | CEC | Automatic blended tone mapping through evolutionary optimization. | Xihe Gao, Stephen Brooks, Dirk V. Arnold |
| 2016 | PPSN | An Active-Set Evolution Strategy for Optimization with Known Constraints. | Dirk V. Arnold |
| 2015 | GECCO | Towards an Augmented Lagrangian Constraint Handling Approach for the (1+1)-ES. | Dirk V. Arnold, Jeremy Porter |
| 2014 | DocEng | An ensemble approach for text document clustering using Wikipedia concepts. | Seyednaser Nourashrafeddin, Evangelos E. Milios, Dirk V. Arnold |
| 2014 | PPSN | On the Use of Evolution Strategies for Optimization on Spherical Manifolds. | Dirk V. Arnold |
| 2013 | CEC | An evolutionary algorithm for Feature Selective Double Clustering of text documents. | Seyednaser Nourashrafeddin, Evangelos E. Milios, Dirk V. Arnold |
| 2013 | DocEng | Interactive text document clustering using feature labeling. | Seyednaser Nourashrafeddin, Evangelos E. Milios, Dirk V. Arnold |
| 2013 | GECCO | On the behaviour of the (1, λ)-es for a conically constrained problem. | Dirk V. Arnold |
| 2013 | SAC | An evolutionary spline fitting algorithm for identifying filamentous cyanobacteria. | Jeremy Porter, Dirk V. Arnold |
| 2012 | GECCO | A (1+1)-CMA-ES for constrained optimisation. | Dirk V. Arnold, Nikolaus Hansen |
| 2012 | GECCO | An evolutionary subspace clustering algorithm for high-dimensional data. | Seyednaser Nourashrafeddin, Dirk V. Arnold, Evangelos E. Milios |
| 2012 | PPSN | On the Behaviour of the (1, λ)-σSA-ES for a Constrained Linear Problem. | Dirk V. Arnold |
| 2011 | FOGA | On the behaviour of the (1, λ)-es for a simple constrained problem. | Dirk V. Arnold |
| 2011 | GECCO | Analysis of a repair mechanism for the (1, λ)-ES applied to a simple constrained problem. | Dirk V. Arnold |
| 2010 | GECCO | Active covariance matrix adaptation for the (1+1)-CMA-ES. | Dirk V. Arnold, Nikolaus Hansen |
| 2010 | PPSN | Mirrored Sampling and Sequential Selection for Evolution Strategies. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm |
| 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 | A novel approach to adaptive isolation in evolution strategies. | Dirk V. Arnold, Anthony S. Castellarin |
| 2009 | GECCO | Tone mapping by interactive evolution. | Stephen B. Chisholm, Dirk V. Arnold, Stephen Brooks |
| 2008 | PPSN | On the Behaviour of the (1+1)-ES for a Simple Constrained Problem. | Dirk V. Arnold, Daniel Brauer |
| 2007 | GECCO | On the use of evolution strategies for optimising certain positive definite quadratic forms. | Dirk V. Arnold |
| 2006 | CEC | Weighted Multirecombination Evolution Strategies on the Parabolic Ridge. | Dirk V. Arnold, Darren MacDonald |
| 2006 | CEC | Improving Evolution Strategies through Active Covariance Matrix Adaptation. | Grahame A. Jastrebski, Dirk V. Arnold |
| 2006 | GECCO | Hierarchically organised evolution strategies on the parabolic ridge. | Dirk V. Arnold, Alexander MacLeod |
| 2006 | PPSN | Cumulative Step Length Adaptation on Ridge Functions. | Dirk V. Arnold |
| 2005 | CEC | Evolution strategies with adaptively rescaled mutation vectors. | Dirk V. Arnold |
| 2005 | FOGA | Optimal Weighted Recombination. | Dirk V. Arnold |
| 2004 | CEC | An analysis of evolutionary gradient search. | Dirk V. Arnold |
| 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 | 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 |
| 1999 | GECCO | Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models. | Hans-Georg Beyer, Dirk V. Arnold |