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I would like to order a review/survey paper on the topic of search and optimization of a black-box function.
The paper would focus on the concept of learning models and search algorithms that finds the global optimal of a black-box function, and briefly review the state-of-the-art models and algorithms. No need to go into very details of the model, but should contain the high-level language on summarizing them as well as pros and cons.