Constrained Optimization¶

The Nature of Mathematical Modeling (draft)¶

• maximize with constraints
• variational principles
• slack variables
• Lagrange multipliers
• KKT optimality
• penalty terms
• augmented Lagrangian
• interior point
• convexity
• SVM

Problems¶