Extracting Linguistic Rules from Database using Linguistic Aggregation Operator
- 10.2991/iske.2007.276How to use a DOI?
- linguistic rules, Linguistic aggregation operator, Genetic algorithm
In real-world database, most attribute values of objects are numerical, numeral is too detail to obtaining good information or decision. Hence, linguistic rules of a set of data would be very desirable and human consistent. Based on a new aggregation operator for aggregating linguistic terms, extracting linguistic rules are presented. Due to obtain a linguistic rule with higher truth degree, genetic algorithm is used to optimize the number and membership functions of linguistic terms.
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Zheng Pei AU - Yingchao Shao PY - 2007/10 DA - 2007/10 TI - Extracting Linguistic Rules from Database using Linguistic Aggregation Operator BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 1612 EP - 1618 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.276 DO - 10.2991/iske.2007.276 ID - Pei2007/10 ER -