Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6862701 | Knowledge-Based Systems | 2013 | 13 Pages |
Abstract
A post-processing multiobjective evolutionary fuzzy system is developed following this methodology, the Multiobjective Evolutionary Fuzzy system for the detection of Exceptions in Subgroups (MEFES). A wide experimental study has been performed, supported by statistical tests, comparing the results obtained by representative subgroup discovery algorithms with those obtained after applying the post-processing algorithm. Finally, MEFES is applied in a real problem related to the description of the behaviour of a type of solar cell in the Concentrating Photovoltaic area providing useful information to the experts.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
C.J. Carmona, P. González, B. GarcÃa-Domingo, M.J. del Jesus, J. Aguilera,