Genetic algorithm with healthy population and multiple streams sharing information for clustering

作者:

Highlights:

• The use of multiple streams.

• Neighbor information sharing among multiple streams.

• High quality initial population selection maintaining some randomness.

• The three steps mutation operation.

• The health improvement operation...

摘要

•The use of multiple streams.•Neighbor information sharing among multiple streams.•High quality initial population selection maintaining some randomness.•The three steps mutation operation.•The health improvement operation...

论文关键词:Data mining,Clustering,K-means,Genetic algorithm,Multiple streams

论文评审过程:Received 5 January 2016, Revised 12 August 2016, Accepted 30 September 2016, Available online 15 October 2016, Version of Record 9 November 2016.

论文官网地址:https://doi.org/10.1016/j.knosys.2016.09.030