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Research interests
Engineering and Technology
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Dive into the research topics where Dimo Brockhoff is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A Continuation Method Based on CMA-ES
Vu, H. N. & Brockhoff, D., 11 Aug 2025, GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 439-442 4 p. (GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Benchmarking Powell’s Legacy: Performance of Five Derivative-Free Solvers in pdfo on the bbob Test Suite
Brockhoff, D. & Villain, T., 11 Aug 2025, GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 1833-1841 9 p. (GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Classification-Based Linear Surrogate Modeling of Constraints for AL-CMA-ES
Girardin, O., Hansen, N., Brockhoff, D. & Auger, A., 13 Jul 2025, GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 728-736 9 p. (GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
How Robust is UOBYQA to Worsening, Frozen Noise? Investigations on the bbob Test Suite With Outliers
Brockhoff, D. & Villain, T., 11 Aug 2025, GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 1842-1849 8 p. (GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
On the Pareto Set and Front of Multiobjective Spherical Functions with Convex Constraints
Auger, A., Brockhoff, D., Cork, J. & Tušar, T., 13 Jul 2025, GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 527-535 9 p. (GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Rank-based Linear-Quadratic Surrogate Assisted CMA-ES
Gharafi, M., Hansen, N., Le Riche, R. & Brockhoff, D., 11 Aug 2025, GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 679-682 4 p. (GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Benchmarking the Borg MOEA on the Biobjective bbob-biobj Testbed
Brockhoff, D., Capetillo, P., Hornewall, J. & Walker, R., 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1587-1594 8 p. (GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites
Brockhoff, D., 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 2318-2325 8 p. (GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
GECCO 2023 Tutorial on Benchmarking Multiobjective Optimizers 2.0
Brockhoff, D. & Tušar, T., 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1183-1212 30 p. (GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multiobjective Optimization with a Quadratic Surrogate-Assisted CMA-ES
Gharafi, M., Hansen, N., Brockhoff, D. & Le Riche, R., 15 Jul 2023, GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 652-660 9 p. (GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access