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Chapter and Conference Paper
Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination
Empirical studies have shown that the overall performance of random bit climbers on NK-Landscapes is superior to the performance of some simple and enhanced GAs. Analytical studies have also lead to suggest th...
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Chapter and Conference Paper
Geometric Differential Evolution in MOEA/D: A Preliminary Study
The multi-objective evolutionary algorithm based on decomposition (MOEA/D) is an aggregation-based algorithm which has became successful for solving multi-objective optimization problems (MOPs). So far, for th...