A constructive evolutionary approach for feature selection in unsupervised learning

作者：Nádia Junqueira Martarelli; Marcelo Seido Nagano

来源：Swarm and Evolutionary Computation, 2018, 42: 125-137.

DOI：10.1016/j.swevo.2018.03.002

• Genetic algorithm
• Feature selection
• Clustering problem
• Constructive Genetic Algorithm

Abstract(#br)In this paper, a novel Constructive Genetic Algorithm (CGA) for the feature selection in clustering problem is addressed. This issue has become a challenge since the data sets dimension increased exponentially over the years. In order to evaluate the CGA performance, the Genetic Algorit...

• 出版日期2018