RF+clust for Leave-One-Problem-Out Performance Prediction
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Publisher
Springer Nature Switzerland
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https://link.springer.com/content/pdf/10.1007/978-3-031-30229-9_19
Reference28 articles.
1. Belkhir, N., Dréo, J., Savéant, P., Schoenauer, M.: Per instance algorithm configuration of CMA-ES with limited budget. In: GECCO, pp. 681–688 (2017)
2. Biau, G., Scornet, E.: A random forest guided tour. TEST 25(2), 197–227 (2016). https://doi.org/10.1007/s11749-016-0481-7
3. Bischl, B., Mersmann, O., Trautmann, H., Preuß, M.: Algorithm selection based on exploratory landscape analysis and cost-sensitive learning. In: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, pp. 313–320 (2012)
4. Cenikj, G., Lang, R.D., Engelbrecht, A.P., Doerr, C., Korošec, P., Eftimov, T.: Selector: selecting a representative benchmark suite for reproducible statistical comparison. arXiv preprint arXiv:2204.11527 (2022)
5. Derbel, B., Liefooghe, A., Vérel, S., Aguirre, H., Tanaka, K.: New features for continuous exploratory landscape analysis based on the soo tree. In: FOGA, pp. 72–86 (2019)
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1. Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack;Lecture Notes in Computer Science;2024
2. Sensitivity Analysis of RF+clust for Leave-One-Problem-Out Performance Prediction;2023 IEEE Congress on Evolutionary Computation (CEC);2023-07-01
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