A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties

This work proposes the use of evolutionary algorithms to build individual knowledge rules with specific properties that are usually neglected when conducted by traditional supervised learning methods. The proposed evolutionary algorithm uses a rank-based, multi-objective fitness function that enable... View More