In this chapter, the basics used in book for optimization problem are briefly introduced. The organization is shown as follows: (1) overview of problems, which gives general forms and classifications some frequently models also illustrated; (2) introductions problems with uncertainties, including stochastic optimization, robust interval optimization; (3) convex semi-definite programming (SDP), ...