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How Population Diversity Influences the Efficiency of Crossover
Our theoretical understanding of crossover is limited by our ability to analyze how population diversity evolves.
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem
Recently, the first mathematical runtime guarantees have been obtained for this algorithm, however only for synthetic benchmark problems.
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