Markus Olhofer
Impact in
- Computational Theory and Mathematics top 0.1%
- Advanced Multi-Objective Optimization Algorithms
- Artificial Intelligence top 0.5%
- Metaheuristic Optimization Algorithms Research
- Evolutionary Algorithms and Applications
Papers in
-
- Advanced Multi-Objective Optimization Algorithms 67
-
- Metaheuristic Optimization Algorithms Research 47
- Evolutionary Algorithms and Applications 22
- Co-authors
- Yaochu Jin (30 shared papers)Bernhard Sendhoff (35 shared papers)Ran Cheng (4 shared papers)Sebastian Schmitt (8 shared papers)Xilu Wang (6 shared papers)Nikola Aulig (16 shared papers)Tatsuya Okabe (4 shared papers)Mariusz Bujny (17 shared papers)
- Journals
- IEEE Transactions on Evolutionary Computation (4 papers)IEEE Transactions on Cybernetics (3 papers)Journal of Turbomachinery (2 papers)Genetic Programming and Evolvable Machines (2 papers)Structural and Multidisciplinary Optimization (2 papers)
- Partner nations
- GermanyJapanUnited Kingdom
In The Last Decade
Markus Olhofer
103 papers receiving 4.6k citations
Markus Olhofer's Hit Papers
Peers
Comparison fields: 5 of 137
- Computational Theory and Mathematics 3.1k
- Artificial Intelligence 2.7k
- Management Science and Operations Research 687
- Statistics, Probability and Uncertainty 240
- Industrial and Manufacturing Engineering 315
Countries citing papers authored by Markus Olhofer
This map shows the geographic impact of Markus Olhofer's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Markus Olhofer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Olhofer more than expected).
Fields of papers citing papers by Markus Olhofer
This network shows the impact of papers produced by Markus Olhofer. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Markus Olhofer. The network helps show where Markus Olhofer may publish in the future.
Co-authors
The 25 scholars most cited alongside Markus Olhofer, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 106 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization Hit paper breakdown → | 2016 | 1326 |
| 2 | A framework for evolutionary optimization with approximate fitness functions Hit paper breakdown → | 2002 | 553 |
| 3 | Test Problems for Large-Scale Multiobjective and Many-Objective Optimization Hit paper breakdown → | 2016 | 316 |
| 4 | Recent Advances in Bayesian Optimization Hit paper breakdown → | 2023 | 225 |
| 5 | Dynamic Weighted Aggregation for evolutionary multi-objective optimization: why does it work and how? | 2001 | 177 |
| 6 | 2005 | 166 | |
| 7 | On evolutionary optimization with approximate fitness functions | 2000 | 130 |
| 8 | 2017 | 120 | |
| 9 | 2020 | 116 | |
| 10 | 2017 | 105 | |
| 11 | 2004 | 96 | |
| 12 | 2019 | 83 | |
| 13 | 2002 | 59 | |
| 14 | Automated machine learning: past, present and future Hit paper breakdown → | 2024 | 58 |
| 15 | 2005 | 54 | |
| 16 | 2002 | 53 | |
| 17 | 2019 | 51 | |
| 18 | 2003 | 47 | |
| 19 | 2004 | 43 | |
| 20 | 2020 | 43 |
About Markus Olhofer
Markus Olhofer is a scholar working on Computational Theory and Mathematics, Artificial Intelligence, Civil and Structural Engineering, Computational Mechanics and Management Science and Operations Research, having authored 106 papers that have together received 4.7k indexed citations. Recurring topics across this work include Advanced Multi-Objective Optimization Algorithms (67 papers), Metaheuristic Optimization Algorithms Research (47 papers), Topology Optimization in Engineering (23 papers), Evolutionary Algorithms and Applications (22 papers), Turbomachinery Performance and Optimization (11 papers), Optimal Experimental Design Methods (9 papers), Manufacturing Process and Optimization (6 papers) and Heat Transfer Mechanisms (5 papers). The work is most often cited by research in Computational Theory and Mathematics (3.1k citations), Artificial Intelligence (2.7k citations), Management Science and Operations Research (687 citations), Statistics, Probability and Uncertainty (240 citations) and Industrial and Manufacturing Engineering (315 citations). Markus Olhofer has collaborated with scholars based in Germany, Japan and United Kingdom. Frequent co-authors include Yaochu Jin, Bernhard Sendhoff, Ran Cheng, Sebastian Schmitt, Xilu Wang, Nikola Aulig, Tatsuya Okabe, Mariusz Bujny, Guo Yu and Fabian Duddeck. Their work appears in journals such as IEEE Transactions on Evolutionary Computation, IEEE Transactions on Cybernetics, Journal of Turbomachinery, Genetic Programming and Evolvable Machines and Structural and Multidisciplinary Optimization.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.