COFRE: a fuzzy rule coevolutionary approach for multiclass classification problems

— This paper presents a technique for solving multiclass classification problems using a coevolutionary approach. There are m populations, where m is the number of classes. Individuals from different classes work together to define a classifier, while individuals from the same population compete among them to define the best rule for a class. Finally, the best classifier is selected according to its performance. Experiments are conducted on different publicly available data sets.

• Type: Conference
• Year: 2005
• Where: CEC
• Authors: Jonatan Gomez, Arturo Garcia, Camilo Silva
• Keywords: Artificial Intelligence, CEC 2005, Coevolutionary Approach, Multiclass Classification Problems, Population Compete