Type-2 fuzzy multi-intersection traffic signal control with differential evolution optimization

作者：

Highlights：

• A type-2 fuzzy control method optimized by differential evolution is proposed.

• The rule bases and membership functions of type-2 FLC are optimized by turns.

• The proposed method is applied to an eleven-intersection traffic network.

• Phase sequences and left-turning vehicles are also been considered.

• The communication among intersections is implemented by multi-agent system.

摘要

•A type-2 fuzzy control method optimized by differential evolution is proposed.•The rule bases and membership functions of type-2 FLC are optimized by turns.•The proposed method is applied to an eleven-intersection traffic network.•Phase sequences and left-turning vehicles are also been considered.•The communication among intersections is implemented by multi-agent system.

论文关键词：Type-2 fuzzy logic control,Differential evolution (DE),Multi-agent system,Traffic signal control,Phase sequence

论文评审过程：Available online 17 June 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.06.022