Optimization Problems: Standard Form

This lecture covers optimization problems in standard form, including transforming problems to standard form, convex optimization problems, and the relationship between local and global optima. It also discusses optimality criteria for differentiable objectives, equivalent optimization problems, and various types of optimization programs such as linear programs, quadratic programs, and second-order cone programs.