Introduction

This chapter introduces some basic definitions and concepts from classical optimization theory and indicates some limitations of the classical optimization methods. The class of convex optimization problems is also briefly presented with an emphasis on semidefinite programs. Some aspects related to the optimization in engineering design are also introduced. After that, the main objectives of the book are presented.