Learning and Migration Processes for Island Models

Abstract : Dynamic island models are population-based algo-rithms for solving optimization problems, where the individualsof the population are distributed on islands. The purpose of thisdynamic/adaptive management of the migrations is to send theindividuals to the most promising islands, with regards to theircurrent states. In this paper, we propose to investigate Q-Learningas migration policy.