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As has been discovered in deep learning, above some threshold of complexity, it appears that search actually becomes easier in high dimensions in the sense that it is less susceptible to local optima. While the field of deep learning is familiar with this way of thinking, its implications are only beginning to be digested in neuroevolution.
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