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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...
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Chapter and Conference Paper
Feature Selection in Gait Classification Using Geometric PSO Assisted by SVM
Gait recognition is used to identify individuals by the way they walk. Recent research in automated human gait recognition has mainly focused on develo** robust features representations and matching algorith...