Generation techniques and a novel on-line adaptation strategy for weight vectors within decomposition-based MOEAs
Alberto Rodríguez Sánchez, Antonin Ponsich, Antonio López Jáimes · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2019
The success of Multi-Objective Evolutionary Algorithms based on Decomposition (MOEA/D) has generated great interest in the use of a reference set of weight vectors to promote diversity within non-dominated solutions. However, the quality of the solution set obtained heavily depends on the relation between the weight distribution and the Pareto front's shape.