Evolving output-context fuzzy system for effective rule base

作者:

Highlights:

• Prominent distinction points are realized on the output domain.

• Adaptation of the fuzzy levels is based on dynamic uncertainty function.

• The concurrent execution of the evolving and self-organizing process is considered.

• Interpretability and reasonable accuracy are observed with respect to the existing methods.

摘要

•Prominent distinction points are realized on the output domain.•Adaptation of the fuzzy levels is based on dynamic uncertainty function.•The concurrent execution of the evolving and self-organizing process is considered.•Interpretability and reasonable accuracy are observed with respect to the existing methods.

论文关键词:Output-context fuzzy system,Information granule,Evolving system,Dynamic constraint

论文评审过程:Author links open overlay panelMd. ManjurAhmedEnvelopeNor AshidiMat IsaPersonEnvelope

论文官网地址:https://doi.org/10.1016/j.eswa.2014.09.056