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most citedExploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms

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cs.NE2019★ 1 cited

Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms

J. -P. Bruneton, L. Cazenille, A. Douin +1

By combining Genetic Programming, MAP-Elites and Covariance Matrix Adaptation Evolution Strategy, we demonstrate very high success rates in Symbolic Regression problems. MAP-Elites…