First-Order Algorithms for Convex Optimization with Nonseparable Objective and Coupled Constraints

Mathematics

• Method of multipliers 93%
• Nonseparable 80%
• Convex Optimization 73%
• Alternating Direction Method 54%
• First-order 47%
• Iteration 27%
• Augmented Lagrangian Function 21%
• Multiblock 20%
• Alternating Projections 20%
• Gradient Projection Method 19%
• Proximal Methods 18%
• Optimization Model 17%
• Gradient Method 15%
• Optimise 14%
• Linearly 11%
• Alternatives 8%
• Model 4%

Business & Economics

• Convex Optimization 100%
• Gradient 30%
• Projection Method 20%
• Alternatives 6%

Engineering & Materials Science

• Convex optimization 74%
• Subroutines 26%