Evolutionary multitasking fuzzy cognitive map learning

作者：

Highlights：

• The evolutionary multitasking framework is first introduced to learn multiple FCMs.

• Each task is modeled as an evolutionary multiobjective optimization problem.

• The memetic algorithm and LASSO initialization are incorporated into the proposal.

摘要

•The evolutionary multitasking framework is first introduced to learn multiple FCMs.•Each task is modeled as an evolutionary multiobjective optimization problem.•The memetic algorithm and LASSO initialization are incorporated into the proposal.

论文关键词：Fuzzy cognitive maps,Evolutionary multitasking,Multiobjective optimization,Gene regulatory network reconstruction

论文评审过程：Received 8 September 2019, Revised 30 October 2019, Accepted 27 November 2019, Available online 30 November 2019, Version of Record 24 February 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2019.105294