Optimal learning group formation: A multi-objective heuristic search strategy for enhancing inter-group homogeneity and intra-group heterogeneity.

Expert Systems with Applications(2019)

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摘要
•A heuristic search strategy was proposed for optimal learning group formation.•NSGA-II, a multi-objective optimization tool, was utilized for optimal grouping.•It was capable of enhancing inter-group homogeneity and Intra-group Heterogeneity.•Efficient and reliable fitness functions were defined to stop iterations.•Various characteristics of any data types and range of variations can be handled.
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关键词
Group formation,Multi-objective optimization,Collaborative learning,Inter-group homogeneity,Intra-group heterogeneity,Computational intelligence
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