Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems

@article{Liang2000ConnectionAC,
  title={Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems},
  author={Qilian Liang and Nilesh N. Karnik and Jerry M. Mendel},
  journal={IEEE Trans. Systems, Man, and Cybernetics, Part C},
  year={2000},
  volume={30},
  pages={329-339}
}
This paper presents a connection admission control (CAC) method that uses a type-2 fuzzy logic system (FLS). Type-2 FLSs can handle linguistic uncertainties. The linguistic knowledge about CAC is obtained from 30 computer network experts. A methodology for representing the linguistic knowledge using type-2 membership functions and processing surveys using type-2 FLS is proposed. The type-2 FLS provides soft decision boundaries, whereas a type-1 FLS provides a hard decision boundary. The soft… CONTINUE READING
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