Abstract: The support vector machine (SVM) remains a popular classifier for its excellent generalization performance and applicability of kernel methods; however, it still requires tuning of a ...

Abstract: In an estimation of distribution algorithm (EDA), global population distribution is modeled by a probabilistic model, from which new trial solutions are sampled, whereas individual location ...

Previously limited by scalability, dependable benchmarks assessing computational methods beyond simple approximations are now ...