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Related Questions
- What is the primary difference between a fixed budget and a dynamic budget in Bayesian optimization?
- How do fixed and dynamic budgets impact the search process for expensive objective functions in Bayesian optimization?
- Can you provide examples of scenarios where a fixed budget is more suitable than a dynamic budget, and vice versa?
- How do fixed and dynamic budgets affect the trade-off between exploration and exploitation in Bayesian optimization?
- What are some common methods for adapting the budget in Bayesian optimization, and how do they impact the search process?
- How does the choice of budget impact the convergence rate of Bayesian optimization for expensive objective functions?
- Can you discuss the relationship between the budget and the number of iterations in Bayesian optimization, and how they affect the search process?
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