Published July 13, 2021
| Version v1
Publication
Fuzzy Membrane Computing: Theory and Applications
Description
Fuzzy membrane computing is a newly developed and promising research
direction in the area of membrane computing that aims at exploring the complex in-
teraction between membrane computing and fuzzy theory. This paper provides a
comprehensive survey of theoretical developments and various applications of fuzzy
membrane computing, and sketches future research lines. The theoretical develop-
ments are reviewed from the aspects of uncertainty processing in P systems, fuzzifica-
tion of P systems and fuzzy knowledge representation and reasoning. The applications
of fuzzy membrane computing are mainly focused on fuzzy knowledge representation
and fault diagnosis. An overview of different types of fuzzy P systems, differences
between spiking neural P systems and fuzzy reasoning spiking neural P systems and
newly obtained results on these P systems are presented.
Abstract
National Natural Science Foundation of China 61170016Abstract
National Natural Science Foundation of China 61373047Abstract
Ministerio de Economía y Competitividad TIN2012-37434Additional details
Identifiers
- URL
- https://idus.us.es/handle//11441/116056
- URN
- urn:oai:idus.us.es:11441/116056