{"_id":"57739","abstract":[{"lang":"eng","text":"Benchmarking is one of the key ways in which we can gain insight into the\r\nstrengths and weaknesses of optimization algorithms. In sampling-based\r\noptimization, considering the anytime behavior of an algorithm can provide\r\nvaluable insights for further developments. In the context of multi-objective\r\noptimization, this anytime perspective is not as widely adopted as in the\r\nsingle-objective context. In this paper, we propose a new software tool which\r\nuses principles from unbounded archiving as a logging structure. This leads to\r\na clearer separation between experimental design and subsequent analysis\r\ndecisions. We integrate this approach as a new Python module into the\r\nIOHprofiler framework and demonstrate the benefits of this approach by\r\nshowcasing the ability to change indicators, aggregations, and ranking\r\nprocedures during the analysis pipeline."}],"title":"MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler","type":"preprint","user_id":"102978","citation":{"chicago":"Vermetten, Diederick, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel, Carola Doerr, Manuel López-Ibañez Manuel López-Ibañez, Heike Trautmann, and Thomas Bäck. “MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms  Using IOHprofiler.” ArXiv:2412.07444, 2025.","bibtex":"@article{Vermetten_Rook_Preuß_Nobel_Doerr_Manuel López-Ibañez_Trautmann_Bäck_2025, title={MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms  using IOHprofiler}, journal={arXiv:2412.07444}, author={Vermetten, Diederick and Rook, Jeroen and Preuß, Oliver Ludger and Nobel, Jacob de and Doerr, Carola and Manuel López-Ibañez, Manuel López-Ibañez and Trautmann, Heike and Bäck, Thomas}, year={2025} }","ieee":"D. Vermetten et al., “MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms  using IOHprofiler,” arXiv:2412.07444. 2025.","mla":"Vermetten, Diederick, et al. “MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms  Using IOHprofiler.” ArXiv:2412.07444, 2025.","short":"D. Vermetten, J. Rook, O.L. Preuß, J. de Nobel, C. Doerr, M.L.-I. Manuel López-Ibañez, H. Trautmann, T. Bäck, ArXiv:2412.07444 (2025).","ama":"Vermetten D, Rook J, Preuß OL, et al. MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms  using IOHprofiler. arXiv:241207444. Published online 2025.","apa":"Vermetten, D., Rook, J., Preuß, O. L., Nobel, J. de, Doerr, C., Manuel López-Ibañez, M. L.-I., Trautmann, H., & Bäck, T. (2025). MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms  using IOHprofiler. In arXiv:2412.07444."},"year":"2025","publication":"arXiv:2412.07444","external_id":{"arxiv":["2412.07444"]},"status":"public","date_updated":"2024-12-11T12:02:31Z","author":[{"full_name":"Vermetten, Diederick","first_name":"Diederick","last_name":"Vermetten"},{"last_name":"Rook","first_name":"Jeroen","full_name":"Rook, Jeroen"},{"last_name":"Preuß","first_name":"Oliver Ludger","full_name":"Preuß, Oliver Ludger","orcid":"0009-0008-9308-2418","id":"102978"},{"full_name":"Nobel, Jacob de","first_name":"Jacob de","last_name":"Nobel"},{"full_name":"Doerr, Carola","first_name":"Carola","last_name":"Doerr"},{"full_name":"Manuel López-Ibañez, Manuel López-Ibañez","last_name":"Manuel López-Ibañez","first_name":"Manuel López-Ibañez"},{"last_name":"Trautmann","first_name":"Heike","orcid":"0000-0002-9788-8282","id":"100740","full_name":"Trautmann, Heike"},{"full_name":"Bäck, Thomas","last_name":"Bäck","first_name":"Thomas"}],"language":[{"iso":"eng"}],"date_created":"2024-12-11T12:01:10Z"}