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.
Fuzzy Membrane Computing: Theory and Applications
2015-10-03
doi:10.15837/ijccc.2015.6.2080
INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL; Vol 10 No 6 (2015): International Journal of Computers Communications & Control (December); 144-175 ; 1841-9844 ; 1841-9836 ; 10.15837/ijccc.2015.6
Article (Journal)
Electronic Resource
English
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