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Embedded Bandits for Large-Scale Black-Box Optimization
In essence, the EmbeddedHunter algorithm expands optimistically a partitioning tree over a low-dimensional---equal to the effective dimension of the problem---search space based on a bounded number of random embeddings of sampled points from the low-dimensional space.
BMOBench: Black-Box Multi-Objective Optimization Benchmarking Platform
This document briefly describes the Black-Box Multi-Objective Optimization Benchmarking (BMOBench) platform.
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