Multiobjective fuzzy clustering approach based on tissue-like membrane systems

作者：

Highlights：

• We develop a multiobjective clustering framework to deal with fuzzy clustering problem.

• We design a tissue-like membrane system with a special cell structure, including evolution cells and memory cells.

• We develop a modified differential evolution rule for object evolution.

摘要

•We develop a multiobjective clustering framework to deal with fuzzy clustering problem.•We design a tissue-like membrane system with a special cell structure, including evolution cells and memory cells.•We develop a modified differential evolution rule for object evolution.

论文关键词：Fuzzy clustering,Multiobjective clustering problem,Membrane computing,Tissue-like membrane system

论文评审过程：Received 24 November 2016, Revised 21 February 2017, Accepted 29 March 2017, Available online 30 March 2017, Version of Record 21 April 2017.

论文官网地址：https://doi.org/10.1016/j.knosys.2017.03.024