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Related Questions
- How do Bayesian optimization and random search balance exploration and exploitation in high-dimensional search spaces?
- Can you explain the differences in exploration-exploitation strategies between Bayesian optimization and random search?
- How do Bayesian optimization and random search handle the curse of dimensionality in high-dimensional search spaces?
- What are the key considerations for choosing between Bayesian optimization and random search for high-dimensional search spaces?
- How do Bayesian optimization and random search adapt to changing objective functions in high-dimensional search spaces?
- Can you discuss the role of surrogate models in Bayesian optimization and random search for high-dimensional search spaces?
- How do Bayesian optimization and random search handle the trade-off between accuracy and computational efficiency in high-dimensional search spaces?
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