| 2025 | GECCO | Optimization of Time-Variant Charging Station Placement Using Evolutionary Algorithms. | Sai Lokesh Kancharla, Sebastian Brulin, Sanaz Mostaghim, Markus Olhofer |
| 2024 | CEC | Bicriteria Optimisation of Average and Worst-Case Performance Using Coevolutionary Algorithms. | Alistair Benford, Markus Olhofer, Tobias Rodemann, Per Kristian Lehre |
| 2024 | GECCO | Using Bayesian Optimization to Improve Hyperparameter Search in TPOT. | Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer |
| 2024 | IJCNN | Federated Loss Exploration for Improved Convergence on Non-IID Data. | Christian Intern, Markus Olhofer, Yaochu Jin, Barbara Hammer |
| 2024 | MODELSWARD | Coding by Design: GPT-4 Empowers Agile Model Driven Development. | Ahmed R. Sadik, Sebastian Brulin, Markus Olhofer |
| 2023 | GECCO | Hybridizing TPOT with Bayesian Optimization. | Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer |
| 2022 | CEC | Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling. | Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck |
| 2022 | CEC | Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios. | Nikolas Hohmann, Mariusz Bujny, Jrgen Adamy, Markus Olhofer |
| 2020 | CEC | Online intensification of search around solutions of interest for multi/many-objective optimization. | Tapabrata Ray, Hemant Kumar Singh, Ahsanul Habib, Tobias Rodemann, Markus Olhofer |
| 2020 | GECCO | Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times. | Xilu Wang, Yaochu Jin, Sebastian Schmitt, Markus Olhofer |
| 2019 | CEC | Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary Algorithms. | Yali Wang, Steffen Limmer, Markus Olhofer, Michael T. M. Emmerich, Thomas Bck |
| 2019 | CEC | References or Preferences - Rethinking Many-objective Evolutionary Optimization. | Guo Yu, Yaochu Jin, Markus Olhofer |
| 2019 | GECCO | A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem. | Marios Kefalas, Steffen Limmer, Asteris Apostolidis, Markus Olhofer, Michael Emmerich, Thomas Bck |
| 2019 | GECCO | Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility. | Hemant Kumar Singh, Tapabrata Ray, Tobias Rodemann, Markus Olhofer |
| 2019 | GECCO | An a priori knee identification multi-objective evolutionary algorithm based on | Guo Yu, Yaochu Jin, Markus Olhofer |
| 2019 | ICDM | Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks. | Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck |
| 2019 | IJCCI | Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization. | Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck |
| 2018 | CEC | A Method for a Posteriori Identification of Knee Points Based on Solution Density. | Guo Yu, Yaochu Jin, Markus Olhofer |
| 2018 | GECCO | Learning-based topology variation in evolutionary level set topology optimization. | Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck |
| 2018 | GECCO | Multi-fidelity surrogate model approach to optimization. | Sander van Rijn, Sebastian Schmitt, Markus Olhofer, Matthijs van Leeuwen, Thomas Bck |
| 2018 | IJCNN | Learning Fluid Flows. | Theodoros Georgiou, Sebastian Schmitt, Markus Olhofer, Yu Liu, Thomas Bck, Michael S. Lew |
| 2016 | CEC | State-based representation for structural topology optimization and application to crashworthiness. | Nikola Aulig, Markus Olhofer |
| 2016 | CEC | Evolutionary computation for topology optimization of mechanical structures: An overview of representations. | Nikola Aulig, Markus Olhofer |
| 2016 | CEC | Hybrid evolutionary approach for level set topology optimization. | Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck |
| 2015 | CEC | Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. | Ran Cheng, Markus Olhofer, Yaochu Jin |
| 2014 | GECCO | Neuro-evolutionary topology optimization of structures by utilizing local state features. | Nikola Aulig, Markus Olhofer |
| 2014 | GECCO | Growth in co-evolution of sensory system and signal processing for optimal wing control. | Olga Smalikho, Markus Olhofer |
| 2013 | GECCO | Evolutionary generation of neural network update signals for the topology optimization of structures. | Nikola Aulig, Markus Olhofer |
| 2013 | GECCO | Novelty and interestingness measures for design-space exploration. | Edgar Reehuis, Markus Olhofer, Michael Emmerich, Bernhard Sendhoff, Thomas Bck |
| 2013 | IDEAL | Learning-Guided Exploration in Airfoil Optimization. | Edgar Reehuis, Markus Olhofer, Bernhard Sendhoff, Thomas Bck |
| 2010 | PPSN | Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy. | Lars Grning, Nikola Aulig, Markus Olhofer |
| 2009 | IDEAL | Interaction Detection in Aerodynamic Design Data. | Lars Grning, Markus Olhofer, Bernhard Sendhoff |
| 2007 | IDEAL | Knowledge Extraction from Unstructured Surface Meshes. | Lars Grning, Markus Olhofer, Bernhard Sendhoff |
| 2006 | PPSN | Direct Manipulation of Free Form Deformation in Evolutionary Design Optimisation. | Stefan Menzel, Markus Olhofer, Bernhard Sendhoff |
| 2005 | GECCO | Morphing methods in evolutionary design optimization. | Michael Nashvili, Markus Olhofer, Bernhard Sendhoff |
| 2005 | ICNC | On Evolutionary Optimization of Large Problems Using Small Populations. | Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2004 | CEC | Voronoi-based estimation of distribution algorithm for multi-objective optimization. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff, Markus Olhofer |
| 2004 | PPSN | Comparison of Steady-State and Generational Evolution Strategies for Parallel Architectures. | Razvan Enache, Bernhard Sendhoff, Markus Olhofer, Martina Hasenjger |
| 2004 | PPSN | On Test Functions for Evolutionary Multi-objective Optimization. | Tatsuya Okabe, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2003 | CEC | Comparative studies on micro heat exchanger optimisation. | Tatsuya Okabe, Kwasi Foli, Markus Olhofer, Yaochu Jin, Bernhard Sendhoff |
| 2002 | FOGA | On the Behavior of (μ/μ | Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff |
| 2001 | CEC | Managing approximate models in evolutionary aerodynamic design optimization. | Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2001 | CEC | Adaptive encoding for aerodynamic shape optimization using evolution strategies. | Markus Olhofer, Yaochu Jin, Bernhard Sendhoff |
| 2000 | GECCO | On Evolutionary Optimization with Approximate Fitness Functions. | Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |