This chapter provides the basic concepts necessary to understand the rest of this book. The introductory material provided here includes some basic mathematical definitions related to multi-objective optimization, a brief description of the most representative multi-objective evolutionary algorithms in current use and some of the most representative work on performance measures used to validate them. In the final part of this chapter, we provide a brief description of each of the chapters contained within this volume.