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Related Questions
- How do acquisition functions such as Thompson sampling and Bayesian optimization handle multiple objective functions?
- What are the key considerations when designing acquisition functions for multi-objective optimization problems?
- Can you provide examples of acquisition functions that are commonly used in multi-objective optimization tasks?
- How do acquisition functions balance the exploration-exploitation trade-off in multi-objective optimization?
- What are the differences between acquisition functions for single-objective and multi-objective optimization?
- How can acquisition functions be designed to handle conflicting objectives in multi-objective optimization?
- Can you discuss the challenges of using acquisition functions in multi-objective optimization with noisy objective functions?
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