Non-Standard Approaches of Evolutionary Algorithms in the Exploration-Exploitation Dilemma
Oswaldo Vélez-Langs · 2014
This critical-reflexive paper is based on the known problem presented in the Exploration-Exploitation Dilemma (EED) when working with Evolutionary Algorithms (EAs) and focusing on proposals that put forward, in this case, both a traditional ap- proach as well as more recent approaches that manage population solutions (individu- als) differently than the standard EAs, that is: The Learnable Evolutionary Model (LEM) and the Distribution Estimation Al- gorithms (DEA).