ON PENALTY AND MULTIPLIER METHODS FOR CONSTRAINED MINIMIZATION.

Mathematics

• Multiplier Method 100%
• Constrained Minimization 92%
• Penalty Method 87%
• Penalty Function Method 70%
• Convergence Results 68%
• Quadratic Function 51%
• Nonconvex Programming 36%
• Unconstrained Minimization 32%
• Augmented Lagrangian 31%
• Hessian matrix 31%
• Nonconvex Optimization 30%
• Nonconvex Problems 29%
• Local Convergence 27%
• Bounded Set 26%
• Nonlinear Programming 26%
• Differentiability 24%
• Duality 20%
• Rate of Convergence 19%
• Gradient 19%
• Optimization Problem 18%
• Class 15%
• Framework 14%
• Arbitrary 13%

Engineering & Materials Science

• Nonlinear programming 41%
• Set theory 24%