On multi-objective evolutionary algorithms

Abstract

In this chapter Multi-Objective Evolutionary Algorithms (MOEAs) are introduced and some details discussed. It starts by giving a presentation of some of the concepts in which this type of algorithms are based on, in order to address the multi-objective nature of the real-world problems. Then, a summary of the main algorithms behind these approaches and their applications is provided, together with a brief discussion including their advantages and disadvantages, the degree of applicability, and some known applications. Finally, future trends in this area and some possible paths for further research are pointed out.