Unconstrained optimization problems, linear programming problems, and nonlinear constrained optimization; Global search methods; elementary introduction to artificial neural networks, convex optimization, and multi-objective optimization; linear matrix inequalities.
An Introduction to Optimization 4th Edition by Edwin K. P. Chong, Stanislaw H. Zak