Weighted fuzzy production rule extraction using modified harmony search algorithm and BP neural network framework

• Main Authors: Li, Hang Cheng, Zhou, Kai Qing, Mo, Li Ping, Mohd. Zain, Azlan, Qin, Feng
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2020
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/91406/1/AzlanMohdZain2020_WeightedFuzzyProductionRuleExtraction.pdf; http://eprints.utm.my/id/eprint/91406/; http://dx.doi.org/10.1109/ACCESS.2020.3029966
• Institution: Universiti Teknologi Malaysia

Compared with rules in the form of 'IF-THEN,' weighted fuzzy production rules (WFPRs) have more robust knowledge expression capabilities, but weighted fuzzy production rules are more difficult to obtain. The weighted fuzzy production rules obtained using traditional neural network methods...