Experimental studies are prevalent in Evolutionary Computation (EC), and concerns about the reproducibility replicability of such have increased recent times, reflecting similar other scientific fields. In this article, we discuss, within context EC, different types suggest a classification that refines badge system Association Computing Machinery (ACM) adopted by ACM Transactions on Learning O...

Computational intelligence (CI), including artificial neural network, fuzzy logic, and evolutionary computation (EC), has rapidly developed nowadays. Especially, EC is a kind of algorithm for knowledge creation problem solving, playing significant role in CI (AI). However, traditional algorithms have faced great challenge heavy computational burden long running time large-scale (e.g., with many...

Evolutionary computation (EC) is a kind of meta-heuristic algorithm that takes inspiration from natural evolution and swarm intelligence behaviors. In the EC algorithm, there huge amount data generated during evolutionary process. These reflect behavior therefore mining utilizing these can obtain promising knowledge for improving effectiveness efficiency algorithms to better solve optimization ...