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Related Questions
- How does a rigid acquisition function impact exploration and exploitation trade-offs in a shifting search space?
- Can a fixed acquisition function lead to suboptimal performance when the underlying problem dynamics change?
- What are the potential consequences of using a static acquisition function in a scenario with evolving search space characteristics?
- How does the choice of acquisition function affect the ability to adapt to changes in the search space?
- What are some strategies for designing acquisition functions that can handle shifting search spaces?
- Can you provide examples of acquisition functions that are more robust to changes in the search space?
- How can the performance of an acquisition function be evaluated in the presence of a shifting search space?
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