A new online updating framework for constructing monotonicity-preserving Fuzzy Inference Systems

• Main Authors: Kai, Meng Tay, Tze, Ling Jee, Lie, Meng Pang, Chee, Peng Lim
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: QA Mathematics; QA76 Computer software
• Online Access: http://ir.unimas.my/id/eprint/15837/1/A%20new%20online%20updating%20framework%20for%20constructing%20monotonicity-preserving%20Fuzzy%20Inference%20Systems%20%28abstrak%29.pdf; http://ir.unimas.my/id/eprint/15837/; http://ieeexplore.ieee.org/document/6622522/
• Institution: Universiti Malaysia Sarawak

In this paper, a new online updating framework for constructing monotonicity-preserving Fuzzy Inference Systems (FISs) is proposed. The framework encompasses an optimization-based Similarity Reasoning (SR) scheme and a new monotone fuzzy rule relabeling technique. A complete and monotonically-ordere...