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Related Questions
- What are the key differences between gradient-based optimization and surrogate model-based optimization?
- How do surrogate models impact the convergence rate of gradient-based optimization algorithms?
- Can you provide examples of scenarios where surrogate models improve the accuracy of gradient-based optimization results?
- What are the potential drawbacks of using surrogate models in gradient-based optimization?
- How do surrogate models handle non-convex optimization problems?
- Can you explain the concept of surrogate model updating and its importance in gradient-based optimization?
- What are the implications of surrogate model accuracy on the overall performance of gradient-based optimization algorithms?
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