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Related Questions
- Can surrogate models be used to approximate the objective function in high-dimensional optimization problems?
- How do surrogate models handle the curse of dimensionality in gradient-based optimization techniques?
- Can surrogate models be used to reduce the computational cost of gradient-based optimization in high-dimensional spaces?
- What are some common techniques used to train surrogate models for high-dimensional optimization problems?
- How do surrogate models handle non-convexity in high-dimensional optimization problems?
- Can surrogate models be used to handle constraints in high-dimensional optimization problems?
- What are some challenges associated with using surrogate models for high-dimensional optimization problems with gradient-based optimization techniques?
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