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Related Questions
- How do surrogate models interact with metaheuristics to improve optimization performance?
- Can surrogate models be used to identify and avoid local optima in complex optimization problems?
- What are the key challenges in integrating surrogate models with metaheuristics for efficient optimization?
- How do surrogate models update their predictions when the metaheuristic explores new regions of the search space?
- Can surrogate models be used to estimate the probability of escaping local optima in complex optimization problems?
- What are some common techniques for selecting the best surrogate model for a given metaheuristic and optimization problem?
- How do surrogate models handle noisy or uncertain objective function evaluations in complex optimization problems?
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