@inproceedings{ea5a8a0a7c6d43b89a7dac8b9c2a9567,
title = "A structure learning method for concise fuzzy systems",
abstract = "This paper presents a structure learning method for fuzzy systems following our previous work on a Structure Evolving Learning Method for Fuzzy Systems (SELM) and an Evolving Construction Scheme for Fuzzy Systems (ECSFS). Here we extend our previous work to a structure learning method for fuzzy systems which results in more concise systems. We analyse and compare the proposed concise structure learning strategies in terms of three aspects: (1) how to detect the splitting points for the structure learning process; (2) how to set a starting point for the fuzzy system; (3) how the proposed method is applied to Mamdani and TS fuzzy systems.",
keywords = "fuzzy systems, Mamdani Fuzzy Systems, system identification, TS fuzzy system",
author = "Di Wang and Zeng, \{Xiao Jun\} and Keane, \{John A.\}",
year = "2012",
doi = "10.1109/FUZZ-IEEE.2012.6251171",
language = "British English",
isbn = "9781467315067",
series = "IEEE International Conference on Fuzzy Systems",
booktitle = "2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012",
note = "2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012 ; Conference date: 10-06-2012 Through 15-06-2012",
}