Engineering Optimization

Topics

• Solving convex optimization problems
• Convex sets
• Functions
• Optimization problems
• Basics of convex analysis
• Least-squares
• Linear and quadratic programs
• Semi-definite programming
• Minimax
• Extremal volume
• Other problems
• Localization methods
• Optimality conditions
• Duality theory