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Related Questions
- What are the key benefits of random search in exploration-exploitation strategies?
- How does Bayesian optimization balance exploration and exploitation in comparison to random search?
- What is the primary difference in how random search and Bayesian optimization handle uncertainty in the objective function?
- Can you provide an example of a scenario where random search is more suitable than Bayesian optimization?
- How does the use of a probabilistic model in Bayesian optimization impact the exploration-exploitation trade-off?
- What is the relationship between the number of evaluations and the convergence rate of random search versus Bayesian optimization?
- How do the exploration-exploitation strategies of random search and Bayesian optimization compare in high-dimensional search spaces?
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