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Comparison of Low-budget Black-box Optimization Algorithms on BBOB

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NIAID Data Ecosystem2026-05-01 收录
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https://zenodo.org/record/8375416
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资源简介:
Data to replicate the results presented in the paper "Low-budget Black-box Optimization Algorithms in BBOB and OpenAI Gym", submitted to IEEE Transactions on Evolutionary Computation. Here, we offer the data comparing Black-Box Optimization tools for machine learning with more classical heuristics on the well-known BBOB benchmark suite from the COCO environment (24 noiseless functions with different landscape characteristics: uni/multi-modality, separability, good/weak global structure, etc.)
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2023-09-26
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