Presents the theory & the methods of nonlinear optimization, with proofs illustrated by examples & figures. This book covers convex analysis, the theory of optimality conditions, duality theory, & numerical methods for solving unconstrained & constrained optimization problems. It is aimed at graduate students & researchers.