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Due to the important role in analyzing the structure and function of complex networks, community detection has attracted increasing attention in the past years. Multi-objective evolutionary algorithms (MOEAs) have shown promising performance in community detection and, in this paper, we continue this research line by further exploring the potential of MOEAs in detecting communities. To be specific,...
In evolutionary many-objective optimization, diversity maintenance plays an important role in pushing the population towards the Pareto optimal front. Existing many-objective evolutionary algorithms mainly focus on convergence enhancement, but pay less attention to diversity enhancement, which may fail to obtain uniformly distributed solutions or fall into local optima. This paper proposes a radial...
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